Unsupervised_Learning_R
Nathan_Njonge
7/8/2021
PROBLEM DEFINITION
Kira Plastinina is a Russian brand that is sold through a defunct chain of retail stores in Russia, Ukraine, Kazakhstan, Belarus, China, Philippines, and Armenia. The brand’s Sales and Marketing team would like to understand their customer’s behavior from data that they have collected over the past year. More specifically, they would like to learn the characteristics of customer groups.
DATA RELEVANCE
The dataset consists of 10 numerical and 8 categorical attributes. The ‘Revenue’ attribute can be used as the class label.
“Administrative”, “Administrative Duration”, “Informational”, “Informational Duration”, “Product Related” and “Product Related Duration” represents the number of different types of pages visited by the visitor in that session and total time spent in each of these page categories. The values of these features are derived from the URL information of the pages visited by the user and updated in real-time when a user takes an action, e.g. moving from one page to another.
The “Bounce Rate”, “Exit Rate” and “Page Value” features represent the metrics measured by “Google Analytics” for each page in the e-commerce site.
The value of the “Bounce Rate” feature for a web page refers to the percentage of visitors who enter the site from that page and then leave (“bounce”) without triggering any other requests to the analytics server during that session.
The value of the “Exit Rate” feature for a specific web page is calculated as for all pageviews to the page, the percentage that was the last in the session.
The “Page Value” feature represents the average value for a web page that a user visited before completing an e-commerce transaction.
The “Special Day” feature indicates the closeness of the site visiting time to a specific special day (e.g. Mother’s Day, Valentine’s Day) in which the sessions are more likely to be finalized with the transaction. The value of this attribute is determined by considering the dynamics of e-commerce such as the duration between the order date and delivery date. For example, for Valentina’s day, this value takes a nonzero value between February 2 and February 12, zero before and after this date unless it is close to another special day, and its maximum value of 1 on February 8.
The dataset also includes the operating system, browser, region, traffic type, visitor type as returning or new visitor, a Boolean value indicating whether the date of the visit is weekend, and month of the year.
load our dataset
url <- "http://bit.ly/EcommerceCustomersDataset"
df <- read.csv(url)
head(df)## Administrative Administrative_Duration Informational Informational_Duration
## 1 0 0 0 0
## 2 0 0 0 0
## 3 0 -1 0 -1
## 4 0 0 0 0
## 5 0 0 0 0
## 6 0 0 0 0
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 1 0.000000 0.20000000 0.2000000 0
## 2 2 64.000000 0.00000000 0.1000000 0
## 3 1 -1.000000 0.20000000 0.2000000 0
## 4 2 2.666667 0.05000000 0.1400000 0
## 5 10 627.500000 0.02000000 0.0500000 0
## 6 19 154.216667 0.01578947 0.0245614 0
## SpecialDay Month OperatingSystems Browser Region TrafficType
## 1 0 Feb 1 1 1 1
## 2 0 Feb 2 2 1 2
## 3 0 Feb 4 1 9 3
## 4 0 Feb 3 2 2 4
## 5 0 Feb 3 3 1 4
## 6 0 Feb 2 2 1 3
## VisitorType Weekend Revenue
## 1 Returning_Visitor FALSE FALSE
## 2 Returning_Visitor FALSE FALSE
## 3 Returning_Visitor FALSE FALSE
## 4 Returning_Visitor FALSE FALSE
## 5 Returning_Visitor TRUE FALSE
## 6 Returning_Visitor FALSE FALSE# view the bottom of our dataset
tail(df)## Administrative Administrative_Duration Informational
## 12325 0 0 1
## 12326 3 145 0
## 12327 0 0 0
## 12328 0 0 0
## 12329 4 75 0
## 12330 0 0 0
## Informational_Duration ProductRelated ProductRelated_Duration BounceRates
## 12325 0 16 503.000 0.000000000
## 12326 0 53 1783.792 0.007142857
## 12327 0 5 465.750 0.000000000
## 12328 0 6 184.250 0.083333333
## 12329 0 15 346.000 0.000000000
## 12330 0 3 21.250 0.000000000
## ExitRates PageValues SpecialDay Month OperatingSystems Browser Region
## 12325 0.03764706 0.00000 0 Nov 2 2 1
## 12326 0.02903061 12.24172 0 Dec 4 6 1
## 12327 0.02133333 0.00000 0 Nov 3 2 1
## 12328 0.08666667 0.00000 0 Nov 3 2 1
## 12329 0.02105263 0.00000 0 Nov 2 2 3
## 12330 0.06666667 0.00000 0 Nov 3 2 1
## TrafficType VisitorType Weekend Revenue
## 12325 1 Returning_Visitor FALSE FALSE
## 12326 1 Returning_Visitor TRUE FALSE
## 12327 8 Returning_Visitor TRUE FALSE
## 12328 13 Returning_Visitor TRUE FALSE
## 12329 11 Returning_Visitor FALSE FALSE
## 12330 2 New_Visitor TRUE FALSE# view the dimensions of our dataset
dim(df)## [1] 12330 18Our dataset has 18 columns and 12330
# view the structure of our dataset
str(df)## 'data.frame': 12330 obs. of 18 variables:
## $ Administrative : int 0 0 0 0 0 0 0 1 0 0 ...
## $ Administrative_Duration: num 0 0 -1 0 0 0 -1 -1 0 0 ...
## $ Informational : int 0 0 0 0 0 0 0 0 0 0 ...
## $ Informational_Duration : num 0 0 -1 0 0 0 -1 -1 0 0 ...
## $ ProductRelated : int 1 2 1 2 10 19 1 1 2 3 ...
## $ ProductRelated_Duration: num 0 64 -1 2.67 627.5 ...
## $ BounceRates : num 0.2 0 0.2 0.05 0.02 ...
## $ ExitRates : num 0.2 0.1 0.2 0.14 0.05 ...
## $ PageValues : num 0 0 0 0 0 0 0 0 0 0 ...
## $ SpecialDay : num 0 0 0 0 0 0 0.4 0 0.8 0.4 ...
## $ Month : chr "Feb" "Feb" "Feb" "Feb" ...
## $ OperatingSystems : int 1 2 4 3 3 2 2 1 2 2 ...
## $ Browser : int 1 2 1 2 3 2 4 2 2 4 ...
## $ Region : int 1 1 9 2 1 1 3 1 2 1 ...
## $ TrafficType : int 1 2 3 4 4 3 3 5 3 2 ...
## $ VisitorType : chr "Returning_Visitor" "Returning_Visitor" "Returning_Visitor" "Returning_Visitor" ...
## $ Weekend : logi FALSE FALSE FALSE FALSE TRUE FALSE ...
## $ Revenue : logi FALSE FALSE FALSE FALSE FALSE FALSE ...# check for total null values in each column
colSums(is.na(df))## Administrative Administrative_Duration Informational
## 14 14 14
## Informational_Duration ProductRelated ProductRelated_Duration
## 14 14 14
## BounceRates ExitRates PageValues
## 14 14 0
## SpecialDay Month OperatingSystems
## 0 0 0
## Browser Region TrafficType
## 0 0 0
## VisitorType Weekend Revenue
## 0 0 0# fill the missing values in a column with the mean of the column
df$Administrative[is.na(df$Administrative)] <- mean(df$Administrative, na.rm = TRUE)
df$Administrative_Duration[is.na(df$Administrative_Duration)] <- mean(df$Administrative_Duration, na.rm = TRUE)
df$Informational[is.na(df$Informational)] <- mean(df$Informational, na.rm = TRUE)
df$Informational_Duration[is.na(df$Informational_Duration)] <- mean(df$Informational_Duration, na.rm = TRUE)
df$ProductRelated[is.na(df$ProductRelated)] <- mean(df$ProductRelated, na.rm = TRUE)
df$ProductRelated_Duration[is.na(df$ProductRelated_Duration)] <- mean(df$ProductRelated_Duration, na.rm = TRUE)
df$BounceRates[is.na(df$BounceRates)] <- mean(df$BounceRates, na.rm = TRUE)
df$ExitRates[is.na(df$ExitRates)] <- mean(df$ExitRates, na.rm = TRUE)# check for any left null values
colSums(is.na(df))## Administrative Administrative_Duration Informational
## 0 0 0
## Informational_Duration ProductRelated ProductRelated_Duration
## 0 0 0
## BounceRates ExitRates PageValues
## 0 0 0
## SpecialDay Month OperatingSystems
## 0 0 0
## Browser Region TrafficType
## 0 0 0
## VisitorType Weekend Revenue
## 0 0 0# find any duplicated rows in our dataset
duplicated_rows <- df[duplicated(df),]
duplicated_rows## Administrative Administrative_Duration Informational
## 159 0.000000 0.00000 0.0000000
## 179 0.000000 0.00000 0.0000000
## 419 0.000000 0.00000 0.0000000
## 457 0.000000 0.00000 0.0000000
## 484 0.000000 0.00000 0.0000000
## 513 0.000000 0.00000 0.0000000
## 555 0.000000 0.00000 0.0000000
## 590 0.000000 0.00000 0.0000000
## 660 0.000000 0.00000 0.0000000
## 775 0.000000 0.00000 0.0000000
## 873 0.000000 0.00000 0.0000000
## 890 0.000000 0.00000 0.0000000
## 923 0.000000 0.00000 0.0000000
## 948 0.000000 0.00000 0.0000000
## 975 0.000000 0.00000 0.0000000
## 1035 0.000000 0.00000 0.0000000
## 1120 0.000000 0.00000 0.0000000
## 1137 2.317798 80.90618 0.5039786
## 1171 0.000000 0.00000 0.0000000
## 1177 0.000000 0.00000 0.0000000
## 1214 0.000000 0.00000 0.0000000
## 1215 0.000000 0.00000 0.0000000
## 1292 0.000000 0.00000 0.0000000
## 1326 0.000000 0.00000 0.0000000
## 1357 0.000000 0.00000 0.0000000
## 1367 0.000000 0.00000 0.0000000
## 1382 0.000000 0.00000 0.0000000
## 1391 0.000000 0.00000 0.0000000
## 1395 0.000000 0.00000 0.0000000
## 1437 0.000000 0.00000 0.0000000
## 1454 0.000000 0.00000 0.0000000
## 1516 0.000000 0.00000 0.0000000
## 1574 0.000000 0.00000 0.0000000
## 1609 0.000000 0.00000 0.0000000
## 1698 0.000000 0.00000 0.0000000
## 1776 0.000000 0.00000 0.0000000
## 1805 0.000000 0.00000 0.0000000
## 1840 0.000000 0.00000 0.0000000
## 1867 0.000000 0.00000 0.0000000
## 1926 0.000000 0.00000 0.0000000
## 1934 0.000000 0.00000 0.0000000
## 1950 0.000000 0.00000 0.0000000
## 2039 2.317798 80.90618 0.5039786
## 2057 0.000000 0.00000 0.0000000
## 2058 0.000000 0.00000 0.0000000
## 2236 0.000000 0.00000 0.0000000
## 2622 0.000000 0.00000 0.0000000
## 2740 0.000000 0.00000 0.0000000
## 3232 0.000000 0.00000 0.0000000
## 3273 0.000000 0.00000 0.0000000
## 3282 0.000000 0.00000 0.0000000
## 3578 0.000000 0.00000 0.0000000
## 3651 0.000000 0.00000 0.0000000
## 3664 0.000000 0.00000 0.0000000
## 3722 0.000000 0.00000 0.0000000
## 3892 0.000000 0.00000 0.0000000
## 4164 0.000000 0.00000 0.0000000
## 4183 0.000000 0.00000 0.0000000
## 4232 0.000000 0.00000 0.0000000
## 4344 0.000000 0.00000 0.0000000
## 4375 0.000000 0.00000 0.0000000
## 4404 0.000000 0.00000 0.0000000
## 4427 0.000000 0.00000 0.0000000
## 4464 0.000000 0.00000 0.0000000
## 4490 0.000000 0.00000 0.0000000
## 4553 0.000000 0.00000 0.0000000
## 4818 0.000000 0.00000 0.0000000
## 4884 0.000000 0.00000 0.0000000
## 4914 0.000000 0.00000 0.0000000
## 5039 0.000000 0.00000 0.0000000
## 5044 0.000000 0.00000 0.0000000
## 5057 0.000000 0.00000 0.0000000
## 5119 0.000000 0.00000 0.0000000
## 5199 0.000000 0.00000 0.0000000
## 5200 0.000000 0.00000 0.0000000
## 5255 0.000000 0.00000 0.0000000
## 5277 0.000000 0.00000 0.0000000
## 5287 0.000000 0.00000 0.0000000
## 5356 0.000000 0.00000 0.0000000
## 5408 0.000000 0.00000 0.0000000
## 6930 0.000000 0.00000 0.0000000
## 7152 0.000000 0.00000 0.0000000
## 7636 0.000000 0.00000 0.0000000
## 8545 0.000000 0.00000 0.0000000
## 9307 0.000000 0.00000 0.0000000
## 9495 0.000000 0.00000 0.0000000
## 9552 0.000000 0.00000 0.0000000
## 9569 0.000000 0.00000 0.0000000
## 9582 0.000000 0.00000 0.0000000
## 9719 0.000000 0.00000 0.0000000
## 9770 0.000000 0.00000 0.0000000
## 9879 0.000000 0.00000 0.0000000
## 9908 0.000000 0.00000 0.0000000
## 10147 0.000000 0.00000 0.0000000
## 10223 0.000000 0.00000 0.0000000
## 10270 0.000000 0.00000 0.0000000
## 10573 0.000000 0.00000 0.0000000
## 10632 0.000000 0.00000 0.0000000
## 10752 0.000000 0.00000 0.0000000
## 10796 0.000000 0.00000 0.0000000
## 10842 0.000000 0.00000 0.0000000
## 10989 0.000000 0.00000 0.0000000
## 11044 0.000000 0.00000 0.0000000
## 11206 0.000000 0.00000 0.0000000
## 11405 0.000000 0.00000 0.0000000
## 11524 0.000000 0.00000 0.0000000
## 11582 0.000000 0.00000 0.0000000
## 11625 0.000000 0.00000 0.0000000
## 11659 0.000000 0.00000 0.0000000
## 11734 0.000000 0.00000 0.0000000
## 11748 0.000000 0.00000 0.0000000
## 11802 0.000000 0.00000 0.0000000
## 11814 0.000000 0.00000 0.0000000
## 11828 0.000000 0.00000 0.0000000
## 11935 0.000000 0.00000 0.0000000
## 11939 0.000000 0.00000 0.0000000
## 12160 0.000000 0.00000 0.0000000
## 12181 0.000000 0.00000 0.0000000
## 12186 0.000000 0.00000 0.0000000
## Informational_Duration ProductRelated ProductRelated_Duration BounceRates
## 159 0.00000 1.00000 0.000 0.20000000
## 179 0.00000 1.00000 0.000 0.20000000
## 419 0.00000 1.00000 0.000 0.20000000
## 457 0.00000 1.00000 0.000 0.20000000
## 484 0.00000 1.00000 0.000 0.20000000
## 513 0.00000 1.00000 0.000 0.20000000
## 555 0.00000 1.00000 0.000 0.20000000
## 590 0.00000 1.00000 0.000 0.20000000
## 660 0.00000 2.00000 0.000 0.20000000
## 775 0.00000 1.00000 0.000 0.20000000
## 873 0.00000 1.00000 0.000 0.20000000
## 890 0.00000 1.00000 0.000 0.20000000
## 923 0.00000 1.00000 0.000 0.20000000
## 948 0.00000 1.00000 0.000 0.20000000
## 975 0.00000 1.00000 0.000 0.20000000
## 1035 0.00000 1.00000 0.000 0.20000000
## 1120 0.00000 1.00000 0.000 0.20000000
## 1137 34.50639 31.76388 1196.037 0.02215246
## 1171 0.00000 1.00000 0.000 0.20000000
## 1177 0.00000 1.00000 0.000 0.20000000
## 1214 0.00000 1.00000 0.000 0.20000000
## 1215 0.00000 1.00000 0.000 0.20000000
## 1292 0.00000 2.00000 0.000 0.20000000
## 1326 0.00000 1.00000 0.000 0.20000000
## 1357 0.00000 2.00000 0.000 0.20000000
## 1367 0.00000 1.00000 0.000 0.20000000
## 1382 0.00000 1.00000 0.000 0.20000000
## 1391 0.00000 1.00000 0.000 0.20000000
## 1395 0.00000 1.00000 0.000 0.20000000
## 1437 0.00000 1.00000 0.000 0.20000000
## 1454 0.00000 1.00000 0.000 0.20000000
## 1516 0.00000 1.00000 0.000 0.20000000
## 1574 0.00000 1.00000 0.000 0.20000000
## 1609 0.00000 1.00000 0.000 0.20000000
## 1698 0.00000 1.00000 0.000 0.20000000
## 1776 0.00000 1.00000 0.000 0.20000000
## 1805 0.00000 1.00000 0.000 0.20000000
## 1840 0.00000 1.00000 0.000 0.20000000
## 1867 0.00000 1.00000 0.000 0.20000000
## 1926 0.00000 1.00000 0.000 0.20000000
## 1934 0.00000 1.00000 0.000 0.20000000
## 1950 0.00000 1.00000 0.000 0.20000000
## 2039 34.50639 31.76388 1196.037 0.02215246
## 2057 0.00000 1.00000 0.000 0.20000000
## 2058 0.00000 1.00000 0.000 0.20000000
## 2236 0.00000 1.00000 0.000 0.20000000
## 2622 0.00000 1.00000 0.000 0.20000000
## 2740 0.00000 1.00000 0.000 0.20000000
## 3232 0.00000 1.00000 0.000 0.20000000
## 3273 0.00000 1.00000 0.000 0.20000000
## 3282 0.00000 1.00000 0.000 0.20000000
## 3578 0.00000 1.00000 0.000 0.20000000
## 3651 0.00000 1.00000 0.000 0.20000000
## 3664 0.00000 1.00000 0.000 0.20000000
## 3722 0.00000 1.00000 0.000 0.20000000
## 3892 0.00000 1.00000 0.000 0.20000000
## 4164 0.00000 1.00000 0.000 0.20000000
## 4183 0.00000 1.00000 0.000 0.20000000
## 4232 0.00000 1.00000 0.000 0.20000000
## 4344 0.00000 1.00000 0.000 0.20000000
## 4375 0.00000 1.00000 0.000 0.20000000
## 4404 0.00000 1.00000 0.000 0.20000000
## 4427 0.00000 1.00000 0.000 0.20000000
## 4464 0.00000 1.00000 0.000 0.20000000
## 4490 0.00000 1.00000 0.000 0.20000000
## 4553 0.00000 2.00000 0.000 0.20000000
## 4818 0.00000 1.00000 0.000 0.20000000
## 4884 0.00000 1.00000 0.000 0.20000000
## 4914 0.00000 1.00000 0.000 0.20000000
## 5039 0.00000 1.00000 0.000 0.20000000
## 5044 0.00000 1.00000 0.000 0.20000000
## 5057 0.00000 1.00000 0.000 0.20000000
## 5119 0.00000 1.00000 0.000 0.20000000
## 5199 0.00000 1.00000 0.000 0.20000000
## 5200 0.00000 2.00000 0.000 0.20000000
## 5255 0.00000 1.00000 0.000 0.20000000
## 5277 0.00000 1.00000 0.000 0.20000000
## 5287 0.00000 1.00000 0.000 0.20000000
## 5356 0.00000 1.00000 0.000 0.20000000
## 5408 0.00000 1.00000 0.000 0.20000000
## 6930 0.00000 1.00000 0.000 0.20000000
## 7152 0.00000 1.00000 0.000 0.20000000
## 7636 0.00000 1.00000 0.000 0.20000000
## 8545 0.00000 1.00000 0.000 0.20000000
## 9307 0.00000 1.00000 0.000 0.20000000
## 9495 0.00000 1.00000 0.000 0.20000000
## 9552 0.00000 1.00000 0.000 0.20000000
## 9569 0.00000 1.00000 0.000 0.20000000
## 9582 0.00000 1.00000 0.000 0.20000000
## 9719 0.00000 1.00000 0.000 0.20000000
## 9770 0.00000 1.00000 0.000 0.20000000
## 9879 0.00000 1.00000 0.000 0.20000000
## 9908 0.00000 1.00000 0.000 0.20000000
## 10147 0.00000 1.00000 0.000 0.20000000
## 10223 0.00000 2.00000 0.000 0.20000000
## 10270 0.00000 1.00000 0.000 0.20000000
## 10573 0.00000 1.00000 0.000 0.20000000
## 10632 0.00000 1.00000 0.000 0.20000000
## 10752 0.00000 1.00000 0.000 0.20000000
## 10796 0.00000 1.00000 0.000 0.20000000
## 10842 0.00000 1.00000 0.000 0.20000000
## 10989 0.00000 1.00000 0.000 0.20000000
## 11044 0.00000 1.00000 0.000 0.20000000
## 11206 0.00000 1.00000 0.000 0.20000000
## 11405 0.00000 1.00000 0.000 0.20000000
## 11524 0.00000 1.00000 0.000 0.20000000
## 11582 0.00000 1.00000 0.000 0.20000000
## 11625 0.00000 1.00000 0.000 0.20000000
## 11659 0.00000 1.00000 0.000 0.20000000
## 11734 0.00000 1.00000 0.000 0.20000000
## 11748 0.00000 1.00000 0.000 0.20000000
## 11802 0.00000 1.00000 0.000 0.20000000
## 11814 0.00000 1.00000 0.000 0.20000000
## 11828 0.00000 1.00000 0.000 0.20000000
## 11935 0.00000 1.00000 0.000 0.20000000
## 11939 0.00000 1.00000 0.000 0.20000000
## 12160 0.00000 1.00000 0.000 0.20000000
## 12181 0.00000 1.00000 0.000 0.20000000
## 12186 0.00000 1.00000 0.000 0.20000000
## ExitRates PageValues SpecialDay Month OperatingSystems Browser Region
## 159 0.20000000 0 0.0 Feb 1 1 1
## 179 0.20000000 0 0.0 Feb 3 2 3
## 419 0.20000000 0 0.0 Mar 1 1 1
## 457 0.20000000 0 0.0 Mar 2 2 4
## 484 0.20000000 0 0.0 Mar 3 2 3
## 513 0.20000000 0 0.0 Mar 2 2 1
## 555 0.20000000 0 0.0 Mar 2 2 1
## 590 0.20000000 0 0.0 Mar 2 2 1
## 660 0.20000000 0 0.0 Mar 2 5 1
## 775 0.20000000 0 0.0 Mar 2 2 4
## 873 0.20000000 0 0.0 Mar 3 2 3
## 890 0.20000000 0 0.0 Mar 1 1 2
## 923 0.20000000 0 0.0 Mar 3 2 2
## 948 0.20000000 0 0.0 Mar 2 2 1
## 975 0.20000000 0 0.0 Mar 2 2 1
## 1035 0.20000000 0 0.0 Mar 2 2 1
## 1120 0.20000000 0 0.0 Mar 2 2 1
## 1137 0.04300254 0 0.0 Mar 2 2 1
## 1171 0.20000000 0 0.0 Mar 3 2 1
## 1177 0.20000000 0 0.0 Mar 2 4 1
## 1214 0.20000000 0 0.0 Mar 3 2 3
## 1215 0.20000000 0 0.0 Mar 1 1 1
## 1292 0.20000000 0 0.0 Mar 2 2 1
## 1326 0.20000000 0 0.0 Mar 1 1 3
## 1357 0.20000000 0 0.0 Mar 1 1 1
## 1367 0.20000000 0 0.0 Mar 1 1 8
## 1382 0.20000000 0 0.0 Mar 1 1 4
## 1391 0.20000000 0 0.0 Mar 2 2 1
## 1395 0.20000000 0 0.0 Mar 2 2 1
## 1437 0.20000000 0 0.0 Mar 3 2 3
## 1454 0.20000000 0 0.0 Mar 2 2 1
## 1516 0.20000000 0 0.0 Mar 1 1 1
## 1574 0.20000000 0 0.0 Mar 2 2 1
## 1609 0.20000000 0 0.0 Mar 2 2 7
## 1698 0.20000000 0 0.0 Mar 2 2 2
## 1776 0.20000000 0 0.0 Mar 3 2 1
## 1805 0.20000000 0 0.0 Mar 1 1 8
## 1840 0.20000000 0 0.0 Mar 2 2 1
## 1867 0.20000000 0 0.0 Mar 1 1 1
## 1926 0.20000000 0 0.0 Mar 3 2 1
## 1934 0.20000000 0 0.0 Mar 2 2 1
## 1950 0.20000000 0 0.0 Mar 2 2 1
## 2039 0.04300254 0 0.0 Mar 2 2 1
## 2057 0.20000000 0 0.0 Mar 3 2 3
## 2058 0.20000000 0 0.0 Mar 2 4 1
## 2236 0.20000000 0 0.0 May 1 1 4
## 2622 0.20000000 0 0.0 May 1 1 1
## 2740 0.20000000 0 0.0 May 2 2 1
## 3232 0.20000000 0 0.0 May 2 4 1
## 3273 0.20000000 0 0.0 May 1 1 3
## 3282 0.20000000 0 0.0 May 1 1 1
## 3578 0.20000000 0 0.0 May 2 2 1
## 3651 0.20000000 0 0.0 May 2 2 4
## 3664 0.20000000 0 0.0 May 1 1 1
## 3722 0.20000000 0 0.0 May 1 1 4
## 3892 0.20000000 0 0.0 May 2 2 7
## 4164 0.20000000 0 0.0 May 1 1 4
## 4183 0.20000000 0 0.0 May 1 1 1
## 4232 0.20000000 0 0.0 May 2 2 2
## 4344 0.20000000 0 0.0 May 3 2 1
## 4375 0.20000000 0 0.0 May 2 2 1
## 4404 0.20000000 0 0.0 May 2 2 1
## 4427 0.20000000 0 0.0 May 2 2 1
## 4464 0.20000000 0 0.0 May 1 1 1
## 4490 0.20000000 0 0.0 May 3 2 9
## 4553 0.20000000 0 0.0 May 2 2 2
## 4818 0.20000000 0 0.0 May 2 2 1
## 4884 0.20000000 0 0.0 May 2 2 1
## 4914 0.20000000 0 0.8 May 2 2 1
## 5039 0.20000000 0 0.0 May 3 2 3
## 5044 0.20000000 0 0.0 May 2 2 1
## 5057 0.20000000 0 0.0 May 2 2 6
## 5119 0.20000000 0 0.0 May 1 1 6
## 5199 0.20000000 0 0.0 May 2 2 1
## 5200 0.20000000 0 0.0 May 2 2 2
## 5255 0.20000000 0 0.6 May 2 2 1
## 5277 0.20000000 0 0.0 May 3 2 3
## 5287 0.20000000 0 0.0 May 1 1 3
## 5356 0.20000000 0 0.0 May 1 1 3
## 5408 0.20000000 0 0.0 May 2 4 1
## 6930 0.20000000 0 0.0 June 2 2 1
## 7152 0.20000000 0 0.0 June 2 2 1
## 7636 0.20000000 0 0.0 June 3 2 3
## 8545 0.20000000 0 0.0 Nov 3 2 3
## 9307 0.20000000 0 0.0 Dec 3 2 3
## 9495 0.20000000 0 0.0 Dec 2 2 1
## 9552 0.20000000 0 0.0 Nov 3 2 4
## 9569 0.20000000 0 0.0 Dec 2 2 8
## 9582 0.20000000 0 0.0 Nov 2 2 1
## 9719 0.20000000 0 0.0 Nov 3 2 7
## 9770 0.20000000 0 0.0 Dec 2 2 2
## 9879 0.20000000 0 0.0 Dec 2 2 6
## 9908 0.20000000 0 0.0 Dec 2 2 1
## 10147 0.20000000 0 0.0 Dec 8 13 9
## 10223 0.20000000 0 0.0 Nov 1 1 1
## 10270 0.20000000 0 0.0 Nov 1 1 3
## 10573 0.20000000 0 0.0 Nov 2 2 3
## 10632 0.20000000 0 0.0 Nov 2 2 1
## 10752 0.20000000 0 0.0 Dec 1 1 1
## 10796 0.20000000 0 0.0 Nov 1 1 4
## 10842 0.20000000 0 0.0 Nov 2 2 3
## 10989 0.20000000 0 0.0 Nov 2 4 3
## 11044 0.20000000 0 0.0 Dec 3 2 6
## 11206 0.20000000 0 0.0 Dec 8 13 9
## 11405 0.20000000 0 0.0 Nov 3 2 1
## 11524 0.20000000 0 0.0 Dec 2 2 1
## 11582 0.20000000 0 0.0 Dec 8 13 9
## 11625 0.20000000 0 0.0 Nov 3 2 1
## 11659 0.20000000 0 0.0 Dec 1 1 1
## 11734 0.20000000 0 0.0 Nov 2 2 1
## 11748 0.20000000 0 0.0 Nov 1 1 3
## 11802 0.20000000 0 0.0 Dec 1 1 4
## 11814 0.20000000 0 0.0 Dec 2 2 1
## 11828 0.20000000 0 0.0 Dec 2 2 1
## 11935 0.20000000 0 0.0 Dec 1 1 1
## 11939 0.20000000 0 0.0 Dec 1 1 4
## 12160 0.20000000 0 0.0 Dec 1 1 1
## 12181 0.20000000 0 0.0 Dec 1 13 9
## 12186 0.20000000 0 0.0 Dec 8 13 9
## TrafficType VisitorType Weekend Revenue
## 159 3 Returning_Visitor FALSE FALSE
## 179 3 Returning_Visitor FALSE FALSE
## 419 1 Returning_Visitor TRUE FALSE
## 457 1 Returning_Visitor FALSE FALSE
## 484 1 Returning_Visitor FALSE FALSE
## 513 1 Returning_Visitor FALSE FALSE
## 555 1 Returning_Visitor FALSE FALSE
## 590 1 Returning_Visitor FALSE FALSE
## 660 1 Returning_Visitor FALSE FALSE
## 775 1 Returning_Visitor FALSE FALSE
## 873 1 Returning_Visitor FALSE FALSE
## 890 1 Returning_Visitor FALSE FALSE
## 923 1 Returning_Visitor FALSE FALSE
## 948 1 Returning_Visitor FALSE FALSE
## 975 1 Returning_Visitor FALSE FALSE
## 1035 1 Returning_Visitor FALSE FALSE
## 1120 1 Returning_Visitor FALSE FALSE
## 1137 2 Returning_Visitor FALSE FALSE
## 1171 1 Returning_Visitor FALSE FALSE
## 1177 1 Returning_Visitor FALSE FALSE
## 1214 1 Returning_Visitor FALSE FALSE
## 1215 3 Returning_Visitor FALSE FALSE
## 1292 1 Returning_Visitor FALSE FALSE
## 1326 3 Returning_Visitor FALSE FALSE
## 1357 1 Returning_Visitor FALSE FALSE
## 1367 1 Returning_Visitor FALSE FALSE
## 1382 1 Returning_Visitor FALSE FALSE
## 1391 1 Returning_Visitor FALSE FALSE
## 1395 1 Returning_Visitor FALSE FALSE
## 1437 1 Returning_Visitor FALSE FALSE
## 1454 1 Returning_Visitor FALSE FALSE
## 1516 3 Returning_Visitor TRUE FALSE
## 1574 1 Returning_Visitor FALSE FALSE
## 1609 1 Returning_Visitor FALSE FALSE
## 1698 1 Returning_Visitor FALSE FALSE
## 1776 1 Returning_Visitor FALSE FALSE
## 1805 1 Returning_Visitor FALSE FALSE
## 1840 3 Returning_Visitor FALSE FALSE
## 1867 9 Returning_Visitor TRUE FALSE
## 1926 1 Returning_Visitor FALSE FALSE
## 1934 1 Returning_Visitor FALSE FALSE
## 1950 1 Returning_Visitor FALSE FALSE
## 2039 2 Returning_Visitor FALSE FALSE
## 2057 1 Returning_Visitor FALSE FALSE
## 2058 1 Returning_Visitor FALSE FALSE
## 2236 3 Returning_Visitor FALSE FALSE
## 2622 3 Returning_Visitor FALSE FALSE
## 2740 1 Returning_Visitor FALSE FALSE
## 3232 3 Returning_Visitor FALSE FALSE
## 3273 3 Returning_Visitor FALSE FALSE
## 3282 3 Returning_Visitor FALSE FALSE
## 3578 4 Returning_Visitor FALSE FALSE
## 3651 1 Returning_Visitor FALSE FALSE
## 3664 3 Returning_Visitor FALSE FALSE
## 3722 3 Returning_Visitor FALSE FALSE
## 3892 4 Returning_Visitor FALSE FALSE
## 4164 3 Returning_Visitor FALSE FALSE
## 4183 3 Returning_Visitor FALSE FALSE
## 4232 1 Returning_Visitor FALSE FALSE
## 4344 13 Returning_Visitor FALSE FALSE
## 4375 3 Returning_Visitor FALSE FALSE
## 4404 3 Returning_Visitor FALSE FALSE
## 4427 3 Returning_Visitor FALSE FALSE
## 4464 3 Returning_Visitor FALSE FALSE
## 4490 3 Returning_Visitor FALSE FALSE
## 4553 3 Returning_Visitor FALSE FALSE
## 4818 3 Returning_Visitor FALSE FALSE
## 4884 3 Returning_Visitor FALSE FALSE
## 4914 1 Returning_Visitor FALSE FALSE
## 5039 3 Returning_Visitor FALSE FALSE
## 5044 3 Returning_Visitor FALSE FALSE
## 5057 3 Returning_Visitor FALSE FALSE
## 5119 4 Returning_Visitor TRUE FALSE
## 5199 13 Returning_Visitor FALSE FALSE
## 5200 3 Returning_Visitor FALSE FALSE
## 5255 1 Returning_Visitor FALSE FALSE
## 5277 13 Returning_Visitor FALSE FALSE
## 5287 15 Returning_Visitor FALSE FALSE
## 5356 3 Returning_Visitor FALSE FALSE
## 5408 6 Returning_Visitor FALSE FALSE
## 6930 1 Returning_Visitor FALSE FALSE
## 7152 1 Returning_Visitor FALSE FALSE
## 7636 13 Returning_Visitor FALSE FALSE
## 8545 3 Returning_Visitor FALSE FALSE
## 9307 1 Returning_Visitor TRUE FALSE
## 9495 3 Returning_Visitor FALSE FALSE
## 9552 3 Returning_Visitor FALSE FALSE
## 9569 1 Returning_Visitor FALSE FALSE
## 9582 1 Returning_Visitor FALSE FALSE
## 9719 13 Returning_Visitor FALSE FALSE
## 9770 1 Returning_Visitor FALSE FALSE
## 9879 13 Returning_Visitor FALSE FALSE
## 9908 13 Returning_Visitor FALSE FALSE
## 10147 20 Other FALSE FALSE
## 10223 1 Returning_Visitor FALSE FALSE
## 10270 2 Returning_Visitor FALSE FALSE
## 10573 1 Returning_Visitor FALSE FALSE
## 10632 1 Returning_Visitor FALSE FALSE
## 10752 1 Returning_Visitor TRUE FALSE
## 10796 1 Returning_Visitor FALSE FALSE
## 10842 1 Returning_Visitor FALSE FALSE
## 10989 3 Returning_Visitor FALSE FALSE
## 11044 1 Returning_Visitor FALSE FALSE
## 11206 20 Other FALSE FALSE
## 11405 13 Returning_Visitor FALSE FALSE
## 11524 13 Returning_Visitor FALSE FALSE
## 11582 20 Other FALSE FALSE
## 11625 1 Returning_Visitor FALSE FALSE
## 11659 1 Returning_Visitor TRUE FALSE
## 11734 1 Returning_Visitor FALSE FALSE
## 11748 3 Returning_Visitor FALSE FALSE
## 11802 1 Returning_Visitor TRUE FALSE
## 11814 1 Returning_Visitor FALSE FALSE
## 11828 1 Returning_Visitor FALSE FALSE
## 11935 2 New_Visitor FALSE FALSE
## 11939 1 Returning_Visitor TRUE FALSE
## 12160 3 Returning_Visitor FALSE FALSE
## 12181 20 Returning_Visitor FALSE FALSE
## 12186 20 Other FALSE FALSE# removing the duplicated rows
unique_df <- unique(df)
unique_df## Administrative Administrative_Duration Informational
## 1 0.000000 0.000000 0.0000000
## 2 0.000000 0.000000 0.0000000
## 3 0.000000 -1.000000 0.0000000
## 4 0.000000 0.000000 0.0000000
## 5 0.000000 0.000000 0.0000000
## 6 0.000000 0.000000 0.0000000
## 7 0.000000 -1.000000 0.0000000
## 8 1.000000 -1.000000 0.0000000
## 9 0.000000 0.000000 0.0000000
## 10 0.000000 0.000000 0.0000000
## 11 0.000000 0.000000 0.0000000
## 12 0.000000 0.000000 0.0000000
## 13 0.000000 0.000000 0.0000000
## 14 0.000000 0.000000 0.0000000
## 15 0.000000 0.000000 0.0000000
## 16 2.000000 53.000000 0.0000000
## 17 0.000000 -1.000000 0.0000000
## 18 0.000000 0.000000 0.0000000
## 19 0.000000 0.000000 0.0000000
## 20 0.000000 0.000000 0.0000000
## 21 0.000000 0.000000 0.0000000
## 22 0.000000 -1.000000 0.0000000
## 23 0.000000 0.000000 0.0000000
## 24 0.000000 0.000000 0.0000000
## 25 0.000000 -1.000000 0.0000000
## 26 0.000000 0.000000 0.0000000
## 27 4.000000 64.600000 0.0000000
## 28 0.000000 0.000000 0.0000000
## 29 0.000000 0.000000 0.0000000
## 30 1.000000 6.000000 1.0000000
## 31 0.000000 0.000000 0.0000000
## 32 0.000000 0.000000 0.0000000
## 33 0.000000 0.000000 0.0000000
## 34 0.000000 0.000000 0.0000000
## 35 0.000000 0.000000 0.0000000
## 36 0.000000 0.000000 0.0000000
## 37 0.000000 0.000000 0.0000000
## 38 2.000000 18.000000 0.0000000
## 39 0.000000 0.000000 0.0000000
## 40 0.000000 0.000000 0.0000000
## 41 1.000000 9.000000 0.0000000
## 42 0.000000 0.000000 0.0000000
## 43 0.000000 0.000000 0.0000000
## 44 0.000000 0.000000 0.0000000
## 45 0.000000 0.000000 0.0000000
## 46 0.000000 0.000000 0.0000000
## 47 0.000000 0.000000 0.0000000
## 48 0.000000 0.000000 0.0000000
## 49 0.000000 0.000000 0.0000000
## 50 0.000000 -1.000000 0.0000000
## 51 0.000000 -1.000000 0.0000000
## 52 0.000000 0.000000 0.0000000
## 53 0.000000 0.000000 0.0000000
## 54 0.000000 0.000000 0.0000000
## 55 0.000000 0.000000 0.0000000
## 56 0.000000 0.000000 0.0000000
## 57 0.000000 0.000000 0.0000000
## 58 4.000000 56.000000 2.0000000
## 59 0.000000 0.000000 0.0000000
## 60 2.000000 16.000000 0.0000000
## 61 0.000000 0.000000 0.0000000
## 62 0.000000 0.000000 0.0000000
## 63 12.000000 279.416667 0.0000000
## 64 0.000000 0.000000 0.0000000
## 65 0.000000 -1.000000 0.0000000
## 66 3.000000 87.833333 0.0000000
## 67 4.000000 44.000000 0.0000000
## 68 0.000000 0.000000 0.0000000
## 69 0.000000 0.000000 0.0000000
## 70 0.000000 0.000000 0.0000000
## 71 0.000000 0.000000 0.0000000
## 72 0.000000 0.000000 0.0000000
## 73 0.000000 0.000000 0.0000000
## 74 0.000000 0.000000 0.0000000
## 75 0.000000 0.000000 0.0000000
## 76 0.000000 0.000000 0.0000000
## 77 10.000000 1005.666667 0.0000000
## 78 0.000000 0.000000 0.0000000
## 79 0.000000 0.000000 0.0000000
## 80 0.000000 0.000000 0.0000000
## 81 0.000000 0.000000 0.0000000
## 82 0.000000 0.000000 0.0000000
## 83 0.000000 0.000000 0.0000000
## 84 0.000000 0.000000 0.0000000
## 85 0.000000 0.000000 0.0000000
## 86 0.000000 0.000000 0.0000000
## 87 0.000000 0.000000 0.0000000
## 88 0.000000 0.000000 0.0000000
## 89 0.000000 0.000000 0.0000000
## 90 0.000000 0.000000 0.0000000
## 91 2.000000 36.000000 0.0000000
## 92 0.000000 0.000000 0.0000000
## 93 0.000000 0.000000 0.0000000
## 94 0.000000 0.000000 0.0000000
## 95 0.000000 0.000000 0.0000000
## 96 0.000000 0.000000 0.0000000
## 97 0.000000 0.000000 0.0000000
## 98 0.000000 0.000000 0.0000000
## 99 0.000000 0.000000 1.0000000
## 100 0.000000 0.000000 0.0000000
## 101 3.000000 18.333333 0.0000000
## 102 4.000000 61.000000 0.0000000
## 103 0.000000 0.000000 0.0000000
## 104 2.000000 31.000000 1.0000000
## 105 3.000000 58.500000 0.0000000
## 106 0.000000 0.000000 0.0000000
## 107 0.000000 0.000000 1.0000000
## 108 0.000000 0.000000 0.0000000
## 109 0.000000 0.000000 0.0000000
## 110 6.000000 326.250000 4.0000000
## 111 0.000000 0.000000 0.0000000
## 112 0.000000 0.000000 0.0000000
## 113 0.000000 0.000000 0.0000000
## 114 2.000000 22.000000 0.0000000
## 115 0.000000 0.000000 1.0000000
## 116 0.000000 0.000000 0.0000000
## 117 0.000000 0.000000 0.0000000
## 118 0.000000 0.000000 0.0000000
## 119 0.000000 0.000000 0.0000000
## 120 0.000000 0.000000 0.0000000
## 121 0.000000 0.000000 0.0000000
## 122 0.000000 0.000000 0.0000000
## 123 0.000000 0.000000 2.0000000
## 124 0.000000 0.000000 0.0000000
## 125 0.000000 0.000000 0.0000000
## 126 0.000000 0.000000 0.0000000
## 127 0.000000 0.000000 0.0000000
## 128 0.000000 0.000000 0.0000000
## 129 4.000000 462.000000 0.0000000
## 130 0.000000 0.000000 0.0000000
## 131 0.000000 0.000000 0.0000000
## 132 2.000000 20.000000 0.0000000
## 133 0.000000 -1.000000 0.0000000
## 134 0.000000 0.000000 0.0000000
## 135 6.000000 111.500000 0.0000000
## 136 0.000000 0.000000 0.0000000
## 137 0.000000 0.000000 0.0000000
## 138 0.000000 0.000000 0.0000000
## 139 0.000000 0.000000 0.0000000
## 140 4.000000 103.625000 0.0000000
## 141 0.000000 -1.000000 0.0000000
## 142 0.000000 0.000000 0.0000000
## 143 3.000000 19.000000 0.0000000
## 144 0.000000 0.000000 0.0000000
## 145 0.000000 0.000000 1.0000000
## 146 0.000000 0.000000 0.0000000
## 147 0.000000 0.000000 0.0000000
## 148 0.000000 0.000000 0.0000000
## 149 0.000000 0.000000 0.0000000
## 150 0.000000 0.000000 0.0000000
## 151 0.000000 0.000000 0.0000000
## 152 0.000000 0.000000 0.0000000
## 153 0.000000 0.000000 0.0000000
## 154 0.000000 0.000000 0.0000000
## 155 0.000000 0.000000 0.0000000
## 156 0.000000 0.000000 0.0000000
## 157 0.000000 0.000000 0.0000000
## 158 0.000000 0.000000 0.0000000
## 160 0.000000 0.000000 0.0000000
## 161 0.000000 0.000000 0.0000000
## 162 2.000000 58.000000 2.0000000
## 163 1.000000 9.500000 0.0000000
## 164 0.000000 0.000000 0.0000000
## 165 0.000000 0.000000 0.0000000
## 166 0.000000 0.000000 0.0000000
## 167 0.000000 0.000000 0.0000000
## 168 0.000000 0.000000 0.0000000
## 169 0.000000 0.000000 0.0000000
## 170 0.000000 0.000000 0.0000000
## 171 1.000000 0.000000 0.0000000
## 172 0.000000 0.000000 0.0000000
## 173 0.000000 0.000000 0.0000000
## 174 0.000000 0.000000 0.0000000
## 175 5.000000 41.300000 0.0000000
## 176 3.000000 87.000000 0.0000000
## 177 0.000000 0.000000 0.0000000
## 178 1.000000 0.000000 0.0000000
## 180 0.000000 0.000000 0.0000000
## 181 0.000000 0.000000 0.0000000
## 182 0.000000 -1.000000 0.0000000
## 183 0.000000 -1.000000 0.0000000
## 184 0.000000 0.000000 0.0000000
## 185 0.000000 0.000000 16.0000000
## 186 0.000000 0.000000 0.0000000
## 187 2.000000 9.000000 0.0000000
## 188 10.000000 293.778205 2.0000000
## 189 9.000000 111.500000 1.0000000
## 190 3.000000 47.000000 1.0000000
## 191 0.000000 0.000000 0.0000000
## 192 3.000000 1226.000000 5.0000000
## 193 3.000000 52.000000 0.0000000
## 194 0.000000 0.000000 0.0000000
## 195 0.000000 0.000000 0.0000000
## 196 0.000000 0.000000 0.0000000
## 197 2.000000 56.000000 1.0000000
## 198 3.000000 112.960784 0.0000000
## 199 0.000000 0.000000 0.0000000
## 200 3.000000 94.000000 2.0000000
## 201 1.000000 32.000000 0.0000000
## 202 0.000000 0.000000 0.0000000
## 203 5.000000 218.000000 0.0000000
## 204 0.000000 0.000000 0.0000000
## 205 1.000000 119.000000 0.0000000
## 206 3.000000 281.000000 0.0000000
## 207 1.000000 18.000000 0.0000000
## 208 2.000000 40.000000 0.0000000
## 209 3.000000 107.000000 0.0000000
## 210 0.000000 0.000000 0.0000000
## 211 2.000000 49.000000 1.0000000
## 212 0.000000 0.000000 0.0000000
## 213 0.000000 0.000000 0.0000000
## 214 4.000000 57.000000 0.0000000
## 215 2.000000 2.000000 3.0000000
## 216 2.000000 123.000000 2.0000000
## 217 2.000000 118.000000 0.0000000
## 218 0.000000 0.000000 0.0000000
## 219 0.000000 0.000000 0.0000000
## 220 0.000000 0.000000 0.0000000
## 221 2.000000 38.000000 0.0000000
## 222 0.000000 0.000000 0.0000000
## 223 0.000000 0.000000 0.0000000
## 224 1.000000 54.000000 0.0000000
## 225 1.000000 993.000000 0.0000000
## 226 0.000000 0.000000 0.0000000
## 227 5.000000 74.250000 2.0000000
## 228 0.000000 0.000000 0.0000000
## 229 0.000000 0.000000 0.0000000
## 230 0.000000 0.000000 0.0000000
## 231 2.000000 32.000000 0.0000000
## 232 6.000000 666.833333 0.0000000
## 233 0.000000 0.000000 0.0000000
## 234 1.000000 73.000000 1.0000000
## 235 2.000000 154.000000 0.0000000
## 236 3.000000 49.333333 5.0000000
## 237 3.000000 118.500000 0.0000000
## 238 6.000000 153.500000 0.0000000
## 239 0.000000 0.000000 0.0000000
## 240 0.000000 0.000000 0.0000000
## 241 8.000000 72.250000 1.0000000
## 242 2.000000 24.500000 0.0000000
## 243 1.000000 0.000000 0.0000000
## 244 0.000000 0.000000 1.0000000
## 245 0.000000 0.000000 0.0000000
## 246 0.000000 0.000000 0.0000000
## 247 0.000000 0.000000 0.0000000
## 248 1.000000 22.000000 0.0000000
## 249 16.000000 155.631313 0.0000000
## 250 1.000000 21.333333 1.0000000
## 251 2.000000 191.000000 1.0000000
## 252 0.000000 0.000000 0.0000000
## 253 0.000000 -1.000000 0.0000000
## 254 0.000000 0.000000 0.0000000
## 255 0.000000 0.000000 0.0000000
## 256 4.000000 96.500000 0.0000000
## 257 1.000000 13.000000 0.0000000
## 258 5.000000 1388.750000 0.0000000
## 259 0.000000 0.000000 0.0000000
## 260 0.000000 0.000000 1.0000000
## 261 3.000000 51.000000 0.0000000
## 262 0.000000 0.000000 0.0000000
## 263 1.000000 158.000000 1.0000000
## 264 0.000000 0.000000 0.0000000
## 265 0.000000 0.000000 0.0000000
## 266 0.000000 0.000000 0.0000000
## 267 0.000000 0.000000 0.0000000
## 268 0.000000 0.000000 0.0000000
## 269 0.000000 0.000000 0.0000000
## 270 0.000000 0.000000 0.0000000
## 271 1.000000 10.000000 0.0000000
## 272 0.000000 0.000000 0.0000000
## 273 1.000000 28.000000 1.0000000
## 274 4.000000 27.000000 0.0000000
## 275 0.000000 0.000000 0.0000000
## 276 0.000000 0.000000 0.0000000
## 277 4.000000 15.000000 0.0000000
## 278 0.000000 0.000000 0.0000000
## 279 0.000000 0.000000 0.0000000
## 280 0.000000 0.000000 0.0000000
## 281 0.000000 0.000000 0.0000000
## 282 0.000000 0.000000 0.0000000
## 283 13.000000 1249.809524 4.0000000
## 284 0.000000 0.000000 0.0000000
## 285 2.000000 390.000000 0.0000000
## 286 0.000000 0.000000 0.0000000
## 287 0.000000 0.000000 0.0000000
## 288 0.000000 0.000000 0.0000000
## 289 11.000000 215.523809 1.0000000
## 290 0.000000 0.000000 0.0000000
## 291 1.000000 11.000000 0.0000000
## 292 2.000000 20.000000 0.0000000
## 293 0.000000 0.000000 0.0000000
## 294 0.000000 0.000000 0.0000000
## 295 2.000000 8.000000 1.0000000
## 296 0.000000 0.000000 0.0000000
## 297 0.000000 0.000000 0.0000000
## 298 4.000000 171.250000 0.0000000
## 299 0.000000 0.000000 0.0000000
## 300 0.000000 0.000000 0.0000000
## 301 5.000000 227.333333 0.0000000
## 302 0.000000 0.000000 0.0000000
## 303 0.000000 0.000000 0.0000000
## 304 0.000000 0.000000 0.0000000
## 305 0.000000 0.000000 0.0000000
## 306 0.000000 0.000000 1.0000000
## 307 0.000000 0.000000 0.0000000
## 308 0.000000 0.000000 0.0000000
## 309 0.000000 0.000000 0.0000000
## 310 5.000000 86.000000 0.0000000
## 311 0.000000 0.000000 0.0000000
## 312 0.000000 0.000000 0.0000000
## 313 2.000000 7.000000 0.0000000
## 314 0.000000 0.000000 1.0000000
## 315 7.000000 186.976191 2.0000000
## 316 3.000000 138.000000 2.0000000
## 317 0.000000 0.000000 0.0000000
## 318 2.000000 374.000000 0.0000000
## 319 2.000000 61.000000 0.0000000
## 320 1.000000 14.000000 0.0000000
## 321 1.000000 38.000000 0.0000000
## 322 0.000000 0.000000 0.0000000
## 323 0.000000 0.000000 0.0000000
## 324 2.000000 96.000000 0.0000000
## 325 6.000000 615.250000 0.0000000
## 326 4.000000 111.000000 0.0000000
## 327 2.000000 147.000000 0.0000000
## 328 0.000000 0.000000 0.0000000
## 329 3.000000 53.166667 0.0000000
## 330 2.000000 58.000000 0.0000000
## 331 0.000000 0.000000 0.0000000
## 332 3.000000 48.500000 0.0000000
## 333 1.000000 21.000000 3.0000000
## 334 4.000000 115.333333 0.0000000
## 335 0.000000 0.000000 1.0000000
## 336 1.000000 8.000000 0.0000000
## 337 1.000000 32.285714 0.0000000
## 338 0.000000 0.000000 0.0000000
## 339 0.000000 0.000000 0.0000000
## 340 1.000000 11.000000 0.0000000
## 341 0.000000 0.000000 0.0000000
## 342 0.000000 0.000000 0.0000000
## 343 0.000000 0.000000 0.0000000
## 344 0.000000 0.000000 0.0000000
## 345 0.000000 0.000000 0.0000000
## 346 4.000000 277.750000 0.0000000
## 347 0.000000 0.000000 0.0000000
## 348 6.000000 241.166667 0.0000000
## 349 3.000000 64.000000 0.0000000
## 350 1.000000 25.500000 0.0000000
## 351 2.000000 64.000000 0.0000000
## 352 0.000000 0.000000 0.0000000
## 353 8.000000 130.000000 1.0000000
## 354 9.000000 79.000000 1.0000000
## 355 3.000000 84.000000 0.0000000
## 356 0.000000 0.000000 1.0000000
## 357 0.000000 0.000000 0.0000000
## 358 0.000000 0.000000 0.0000000
## 359 3.000000 41.000000 0.0000000
## 360 0.000000 0.000000 0.0000000
## 361 0.000000 0.000000 0.0000000
## 362 0.000000 0.000000 0.0000000
## 363 1.000000 14.000000 0.0000000
## 364 4.000000 86.000000 0.0000000
## 365 0.000000 0.000000 0.0000000
## 366 3.000000 618.000000 0.0000000
## 367 0.000000 0.000000 0.0000000
## 368 1.000000 11.888889 0.0000000
## 369 5.000000 51.500000 0.0000000
## 370 2.000000 7.000000 0.0000000
## 371 8.000000 269.000000 0.0000000
## 372 0.000000 0.000000 0.0000000
## 373 2.000000 44.500000 0.0000000
## 374 1.000000 3.000000 14.0000000
## 375 0.000000 0.000000 0.0000000
## 376 0.000000 0.000000 0.0000000
## 377 4.000000 61.000000 0.0000000
## 378 3.000000 90.000000 0.0000000
## 379 0.000000 0.000000 0.0000000
## 380 2.000000 102.500000 3.0000000
## 381 0.000000 0.000000 0.0000000
## 382 0.000000 0.000000 0.0000000
## 383 1.000000 17.000000 0.0000000
## 384 0.000000 -1.000000 0.0000000
## 385 9.000000 213.321429 5.0000000
## 386 0.000000 0.000000 0.0000000
## 387 0.000000 0.000000 0.0000000
## 388 0.000000 0.000000 0.0000000
## 389 0.000000 0.000000 0.0000000
## 390 0.000000 0.000000 0.0000000
## 391 6.000000 71.500000 0.0000000
## 392 0.000000 0.000000 0.0000000
## 393 1.000000 6.000000 0.0000000
## 394 3.000000 304.000000 0.0000000
## 395 0.000000 0.000000 0.0000000
## 396 7.000000 151.000000 0.0000000
## 397 3.000000 199.750000 0.0000000
## 398 1.000000 13.500000 1.0000000
## 399 0.000000 0.000000 0.0000000
## 400 7.000000 191.200000 4.0000000
## 401 2.000000 47.000000 0.0000000
## 402 0.000000 0.000000 0.0000000
## 403 5.000000 197.000000 4.0000000
## 404 3.000000 115.125000 0.0000000
## 405 4.000000 312.750000 0.0000000
## 406 0.000000 0.000000 0.0000000
## 407 4.000000 724.000000 0.0000000
## 408 0.000000 0.000000 0.0000000
## 409 8.000000 237.500000 4.0000000
## 410 3.000000 66.333333 0.0000000
## 411 0.000000 0.000000 0.0000000
## 412 2.000000 190.000000 1.0000000
## 413 4.000000 174.000000 1.0000000
## 414 3.000000 227.000000 0.0000000
## 415 1.000000 23.000000 0.0000000
## 416 0.000000 0.000000 0.0000000
## 417 0.000000 0.000000 2.0000000
## 418 0.000000 0.000000 0.0000000
## 420 0.000000 0.000000 0.0000000
## 421 1.000000 26.000000 1.0000000
## 422 0.000000 0.000000 0.0000000
## 423 0.000000 0.000000 0.0000000
## 424 2.000000 41.000000 0.0000000
## 425 4.000000 74.000000 2.0000000
## 426 0.000000 0.000000 0.0000000
## 427 0.000000 0.000000 0.0000000
## 428 0.000000 0.000000 0.0000000
## 429 0.000000 0.000000 0.0000000
## 430 0.000000 0.000000 0.0000000
## 431 2.000000 74.000000 0.0000000
## 432 0.000000 0.000000 0.0000000
## 433 2.000000 45.000000 0.0000000
## 434 2.000000 112.000000 0.0000000
## 435 0.000000 0.000000 0.0000000
## 436 2.000000 37.000000 0.0000000
## 437 0.000000 0.000000 0.0000000
## 438 0.000000 0.000000 0.0000000
## 439 1.000000 5.500000 0.0000000
## 440 3.000000 50.000000 0.0000000
## 441 0.000000 0.000000 0.0000000
## 442 2.000000 26.000000 0.0000000
## 443 0.000000 0.000000 0.0000000
## 444 5.000000 113.500000 0.0000000
## 445 0.000000 0.000000 0.0000000
## 446 3.000000 279.000000 0.0000000
## 447 3.000000 228.000000 1.0000000
## 448 3.000000 55.000000 2.0000000
## 449 6.000000 112.500000 0.0000000
## 450 1.000000 17.000000 0.0000000
## 451 0.000000 0.000000 0.0000000
## 452 0.000000 0.000000 0.0000000
## 453 0.000000 0.000000 0.0000000
## 454 0.000000 0.000000 0.0000000
## 455 1.000000 8.500000 0.0000000
## 456 0.000000 0.000000 0.0000000
## 458 0.000000 0.000000 0.0000000
## 459 0.000000 0.000000 0.0000000
## 460 0.000000 0.000000 0.0000000
## 461 7.000000 319.500000 0.0000000
## 462 0.000000 0.000000 0.0000000
## 463 0.000000 0.000000 1.0000000
## 464 0.000000 0.000000 0.0000000
## 465 0.000000 0.000000 0.0000000
## 466 5.000000 97.500000 0.0000000
## 467 7.000000 182.083333 0.0000000
## 468 3.000000 97.000000 0.0000000
## 469 0.000000 0.000000 0.0000000
## 470 3.000000 34.833333 0.0000000
## 471 0.000000 0.000000 3.0000000
## 472 0.000000 0.000000 0.0000000
## 473 0.000000 0.000000 0.0000000
## 474 0.000000 0.000000 2.0000000
## 475 0.000000 0.000000 0.0000000
## 476 1.000000 77.000000 0.0000000
## 477 3.000000 107.000000 0.0000000
## 478 10.000000 614.166667 0.0000000
## 479 13.000000 315.966667 1.0000000
## 480 0.000000 0.000000 0.0000000
## 481 1.000000 0.000000 0.0000000
## 482 0.000000 0.000000 0.0000000
## 483 2.000000 11.000000 0.0000000
## 485 2.000000 47.666667 0.0000000
## 486 0.000000 0.000000 0.0000000
## 487 0.000000 0.000000 0.0000000
## 488 0.000000 0.000000 0.0000000
## 489 0.000000 0.000000 0.0000000
## 490 2.000000 30.000000 1.0000000
## 491 0.000000 0.000000 0.0000000
## 492 0.000000 0.000000 0.0000000
## 493 0.000000 0.000000 0.0000000
## 494 0.000000 0.000000 0.0000000
## 495 2.000000 25.000000 0.0000000
## 496 0.000000 0.000000 0.0000000
## 497 8.000000 359.000000 2.0000000
## 498 0.000000 0.000000 0.0000000
## 499 5.000000 59.000000 0.0000000
## 500 4.000000 1347.750000 0.0000000
## 501 0.000000 0.000000 0.0000000
## 502 0.000000 0.000000 0.0000000
## 503 18.000000 280.950000 6.0000000
## 504 4.000000 100.300000 0.0000000
## 505 1.000000 23.000000 0.0000000
## 506 6.000000 53.380952 0.0000000
## 507 2.000000 8.000000 0.0000000
## 508 0.000000 0.000000 0.0000000
## 509 1.000000 0.000000 1.0000000
## 510 0.000000 0.000000 0.0000000
## 511 14.000000 416.392857 6.0000000
## 512 6.000000 573.500000 1.0000000
## 514 6.000000 465.833333 2.0000000
## 515 0.000000 0.000000 1.0000000
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## 5173 3.000000 45.000000 0.0000000
## 5174 2.000000 32.000000 0.0000000
## 5175 7.000000 176.500000 0.0000000
## 5176 0.000000 0.000000 0.0000000
## 5177 0.000000 0.000000 0.0000000
## 5178 0.000000 0.000000 0.0000000
## 5179 7.000000 286.833333 7.0000000
## 5180 0.000000 0.000000 0.0000000
## 5181 0.000000 0.000000 0.0000000
## 5182 0.000000 0.000000 0.0000000
## 5183 9.000000 65.500000 0.0000000
## 5184 2.000000 101.500000 0.0000000
## 5185 0.000000 0.000000 2.0000000
## 5186 9.000000 134.766667 0.0000000
## 5187 3.000000 159.000000 2.0000000
## 5188 4.000000 92.000000 0.0000000
## 5189 7.000000 187.166667 2.0000000
## 5190 1.000000 30.500000 1.0000000
## 5191 5.000000 46.000000 0.0000000
## 5192 0.000000 0.000000 0.0000000
## 5193 1.000000 10.500000 0.0000000
## 5194 1.000000 5.000000 3.0000000
## 5195 9.000000 505.500000 0.0000000
## 5196 3.000000 138.000000 2.0000000
## 5197 1.000000 11.500000 0.0000000
## 5198 2.000000 223.000000 0.0000000
## 5201 1.000000 94.000000 0.0000000
## 5202 0.000000 0.000000 0.0000000
## 5203 0.000000 0.000000 0.0000000
## 5204 6.000000 703.500000 3.0000000
## 5205 0.000000 0.000000 0.0000000
## 5206 2.000000 37.000000 0.0000000
## 5207 0.000000 0.000000 0.0000000
## 5208 5.000000 325.333333 4.0000000
## 5209 8.000000 190.250000 1.0000000
## 5210 0.000000 0.000000 0.0000000
## 5211 0.000000 0.000000 0.0000000
## 5212 0.000000 0.000000 0.0000000
## 5213 0.000000 0.000000 0.0000000
## 5214 0.000000 0.000000 2.0000000
## 5215 4.000000 104.000000 0.0000000
## 5216 3.000000 137.000000 4.0000000
## 5217 3.000000 101.000000 0.0000000
## 5218 15.000000 189.214286 8.0000000
## 5219 4.000000 86.600000 0.0000000
## 5220 1.000000 53.000000 0.0000000
## 5221 0.000000 0.000000 1.0000000
## 5222 0.000000 0.000000 1.0000000
## 5223 4.000000 183.000000 3.0000000
## 5224 0.000000 0.000000 1.0000000
## 5225 0.000000 0.000000 0.0000000
## 5226 3.000000 238.400000 0.0000000
## 5227 2.000000 114.000000 0.0000000
## 5228 0.000000 0.000000 0.0000000
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## 5236 5.000000 52.500000 0.0000000
## 5237 0.000000 0.000000 1.0000000
## 5238 10.000000 200.583333 1.0000000
## 5239 1.000000 39.000000 0.0000000
## 5240 6.000000 312.000000 1.0000000
## 5241 0.000000 0.000000 0.0000000
## 5242 2.000000 261.000000 0.0000000
## 5243 2.000000 30.500000 2.0000000
## 5244 1.000000 10.000000 2.0000000
## 5245 3.000000 14.000000 0.0000000
## 5246 0.000000 0.000000 0.0000000
## 5247 2.000000 8.500000 0.0000000
## 5248 0.000000 0.000000 0.0000000
## 5249 2.000000 44.000000 0.0000000
## 5250 5.000000 80.000000 0.0000000
## 5251 0.000000 0.000000 3.0000000
## 5252 7.000000 204.387500 4.0000000
## 5253 1.000000 19.000000 0.0000000
## 5254 0.000000 0.000000 0.0000000
## 5256 0.000000 0.000000 0.0000000
## 5257 0.000000 0.000000 0.0000000
## 5258 0.000000 0.000000 0.0000000
## 5259 1.000000 11.000000 0.0000000
## 5260 0.000000 0.000000 0.0000000
## 5261 2.000000 29.000000 1.0000000
## 5262 1.000000 30.000000 3.0000000
## 5263 1.000000 20.000000 0.0000000
## 5264 9.000000 181.000000 4.0000000
## 5265 0.000000 0.000000 0.0000000
## 5266 0.000000 0.000000 0.0000000
## 5267 1.000000 16.000000 1.0000000
## 5268 4.000000 64.250000 1.0000000
## 5269 0.000000 0.000000 0.0000000
## 5270 0.000000 0.000000 0.0000000
## 5271 0.000000 0.000000 0.0000000
## 5272 0.000000 0.000000 0.0000000
## 5273 6.000000 79.500000 1.0000000
## 5274 0.000000 0.000000 0.0000000
## 5275 1.000000 48.000000 0.0000000
## 5276 7.000000 215.200000 0.0000000
## 5278 3.000000 62.142857 0.0000000
## 5279 0.000000 0.000000 0.0000000
## 5280 0.000000 0.000000 0.0000000
## 5281 1.000000 53.000000 0.0000000
## 5282 6.000000 210.500000 0.0000000
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## 5291 0.000000 0.000000 0.0000000
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## 5294 0.000000 0.000000 1.0000000
## 5295 0.000000 0.000000 0.0000000
## 5296 2.000000 59.000000 1.0000000
## 5297 0.000000 0.000000 0.0000000
## 5298 3.000000 55.000000 0.0000000
## 5299 0.000000 0.000000 0.0000000
## 5300 10.000000 183.750000 1.0000000
## 5301 1.000000 7.000000 0.0000000
## 5302 1.000000 10.000000 0.0000000
## 5303 0.000000 0.000000 0.0000000
## 5304 0.000000 0.000000 0.0000000
## 5305 0.000000 0.000000 0.0000000
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## 5309 0.000000 0.000000 0.0000000
## 5310 0.000000 0.000000 0.0000000
## 5311 0.000000 0.000000 0.0000000
## 5312 0.000000 0.000000 0.0000000
## 5313 1.000000 115.000000 0.0000000
## 5314 0.000000 0.000000 0.0000000
## 5315 0.000000 0.000000 0.0000000
## 5316 0.000000 0.000000 0.0000000
## 5317 1.000000 6.000000 0.0000000
## 5318 0.000000 0.000000 0.0000000
## 5319 5.000000 71.666667 1.0000000
## 5320 5.000000 53.500000 0.0000000
## 5321 0.000000 0.000000 0.0000000
## 5322 4.000000 63.600000 0.0000000
## 5323 1.000000 77.000000 0.0000000
## 5324 0.000000 0.000000 0.0000000
## 5325 1.000000 30.000000 1.0000000
## 5326 0.000000 0.000000 0.0000000
## 5327 0.000000 0.000000 0.0000000
## 5328 0.000000 0.000000 0.0000000
## 5329 0.000000 0.000000 0.0000000
## 5330 0.000000 0.000000 0.0000000
## 5331 0.000000 0.000000 0.0000000
## 5332 0.000000 0.000000 0.0000000
## 5333 0.000000 0.000000 0.0000000
## 5334 9.000000 443.291667 1.0000000
## 5335 1.000000 32.750000 1.0000000
## 5336 1.000000 107.000000 0.0000000
## 5337 0.000000 0.000000 0.0000000
## 5338 0.000000 0.000000 0.0000000
## 5339 2.000000 51.000000 2.0000000
## 5340 1.000000 62.000000 1.0000000
## 5341 0.000000 0.000000 0.0000000
## 5342 0.000000 0.000000 0.0000000
## 5343 0.000000 0.000000 0.0000000
## 5344 4.000000 53.000000 0.0000000
## 5345 7.000000 48.500000 0.0000000
## 5346 1.000000 2.000000 0.0000000
## 5347 3.000000 44.000000 0.0000000
## 5348 0.000000 0.000000 0.0000000
## 5349 0.000000 0.000000 0.0000000
## 5350 0.000000 0.000000 0.0000000
## 5351 0.000000 0.000000 0.0000000
## 5352 0.000000 0.000000 0.0000000
## 5353 2.000000 121.000000 0.0000000
## 5354 2.000000 26.666667 0.0000000
## 5355 0.000000 0.000000 0.0000000
## 5357 0.000000 0.000000 0.0000000
## 5358 0.000000 0.000000 0.0000000
## 5359 0.000000 0.000000 0.0000000
## 5360 0.000000 0.000000 1.0000000
## 5361 4.000000 200.523809 0.0000000
## 5362 0.000000 0.000000 0.0000000
## 5363 1.000000 5.000000 1.0000000
## 5364 0.000000 0.000000 0.0000000
## 5365 4.000000 138.333333 0.0000000
## 5366 2.000000 158.000000 0.0000000
## 5367 0.000000 0.000000 0.0000000
## 5368 2.000000 87.000000 0.0000000
## 5369 7.000000 63.166667 0.0000000
## 5370 8.000000 69.833333 1.0000000
## 5371 0.000000 0.000000 1.0000000
## 5372 6.000000 313.000000 2.0000000
## 5373 0.000000 0.000000 0.0000000
## 5374 0.000000 0.000000 0.0000000
## 5375 4.000000 292.190476 1.0000000
## 5376 0.000000 0.000000 0.0000000
## 5377 0.000000 0.000000 0.0000000
## 5378 0.000000 0.000000 0.0000000
## 5379 0.000000 0.000000 0.0000000
## 5380 0.000000 0.000000 0.0000000
## 5381 0.000000 0.000000 0.0000000
## 5382 7.000000 52.400000 3.0000000
## 5383 0.000000 0.000000 0.0000000
## 5384 0.000000 0.000000 0.0000000
## 5385 0.000000 0.000000 0.0000000
## 5386 1.000000 4.000000 0.0000000
## 5387 0.000000 0.000000 0.0000000
## 5388 0.000000 0.000000 0.0000000
## 5389 0.000000 0.000000 0.0000000
## 5390 1.000000 4.000000 0.0000000
## 5391 0.000000 0.000000 0.0000000
## 5392 0.000000 0.000000 0.0000000
## 5393 0.000000 0.000000 0.0000000
## 5394 4.000000 132.666667 0.0000000
## 5395 6.000000 51.500000 0.0000000
## 5396 0.000000 0.000000 0.0000000
## 5397 4.000000 250.000000 0.0000000
## 5398 1.000000 90.000000 1.0000000
## 5399 0.000000 0.000000 0.0000000
## 5400 3.000000 78.000000 0.0000000
## 5401 0.000000 0.000000 0.0000000
## 5402 11.000000 771.928571 2.0000000
## 5403 1.000000 34.000000 0.0000000
## 5404 0.000000 0.000000 0.0000000
## 5405 2.000000 95.000000 3.0000000
## 5406 0.000000 0.000000 0.0000000
## 5407 0.000000 0.000000 0.0000000
## 5409 3.000000 295.666667 0.0000000
## 5410 1.000000 20.000000 0.0000000
## 5411 2.000000 30.000000 0.0000000
## 5412 0.000000 0.000000 0.0000000
## 5413 0.000000 0.000000 0.0000000
## 5414 9.000000 184.000000 5.0000000
## 5415 0.000000 0.000000 0.0000000
## 5416 0.000000 0.000000 0.0000000
## 5417 0.000000 0.000000 0.0000000
## 5418 4.000000 57.000000 0.0000000
## 5419 0.000000 0.000000 0.0000000
## 5420 5.000000 154.833333 7.0000000
## 5421 2.000000 45.000000 2.0000000
## 5422 0.000000 0.000000 0.0000000
## 5423 4.000000 31.000000 1.0000000
## 5424 1.000000 3.000000 0.0000000
## 5425 1.000000 34.000000 0.0000000
## 5426 6.000000 200.222222 2.0000000
## 5427 2.000000 40.000000 0.0000000
## 5428 0.000000 0.000000 1.0000000
## 5429 5.000000 33.666667 0.0000000
## 5430 1.000000 0.000000 0.0000000
## 5431 0.000000 0.000000 0.0000000
## 5432 0.000000 0.000000 0.0000000
## 5433 0.000000 0.000000 0.0000000
## 5434 4.000000 24.166667 0.0000000
## 5435 9.000000 194.416667 2.0000000
## 5436 4.000000 58.000000 0.0000000
## 5437 0.000000 0.000000 0.0000000
## 5438 0.000000 0.000000 1.0000000
## 5439 2.000000 11.000000 0.0000000
## 5440 1.000000 149.500000 0.0000000
## 5441 3.000000 453.000000 3.0000000
## 5442 1.000000 32.000000 0.0000000
## 5443 0.000000 0.000000 0.0000000
## 5444 3.000000 101.666667 0.0000000
## 5445 2.000000 59.000000 0.0000000
## 5446 0.000000 0.000000 0.0000000
## 5447 4.000000 316.500000 0.0000000
## 5448 9.000000 309.250000 0.0000000
## 5449 3.000000 35.500000 0.0000000
## 5450 5.000000 69.500000 4.0000000
## 5451 2.000000 42.000000 0.0000000
## 5452 4.000000 85.928571 0.0000000
## 5453 0.000000 0.000000 0.0000000
## 5454 2.000000 76.000000 1.0000000
## 5455 0.000000 0.000000 0.0000000
## 5456 0.000000 0.000000 0.0000000
## 5457 3.000000 40.200000 0.0000000
## 5458 1.000000 63.400000 0.0000000
## 5459 6.000000 618.066667 0.0000000
## 5460 0.000000 0.000000 0.0000000
## 5461 3.000000 152.600000 0.0000000
## 5462 7.000000 56.300000 0.0000000
## 5463 0.000000 0.000000 0.0000000
## 5464 1.000000 39.200000 2.0000000
## 5465 3.000000 89.600000 0.0000000
## 5466 2.000000 104.300000 0.0000000
## 5467 0.000000 0.000000 0.0000000
## 5468 4.000000 204.200000 0.0000000
## 5469 17.000000 180.133333 1.0000000
## 5470 1.000000 12.000000 0.0000000
## 5471 2.000000 13.000000 0.0000000
## 5472 0.000000 0.000000 0.0000000
## 5473 3.000000 41.200000 0.0000000
## 5474 4.000000 101.800000 0.0000000
## 5475 1.000000 26.200000 0.0000000
## 5476 2.000000 79.600000 3.0000000
## 5477 4.000000 159.000000 0.0000000
## 5478 7.000000 227.900000 0.0000000
## 5479 2.000000 47.400000 0.0000000
## 5480 0.000000 0.000000 0.0000000
## 5481 1.000000 0.000000 0.0000000
## 5482 0.000000 0.000000 0.0000000
## 5483 2.000000 196.600000 0.0000000
## 5484 3.000000 33.200000 0.0000000
## 5485 0.000000 0.000000 0.0000000
## 5486 3.000000 9.500000 0.0000000
## 5487 2.000000 55.400000 0.0000000
## 5488 0.000000 0.000000 0.0000000
## 5489 10.000000 1222.400000 0.0000000
## 5490 0.000000 0.000000 0.0000000
## 5491 3.000000 13.733333 1.0000000
## 5492 1.000000 23.200000 0.0000000
## 5493 5.000000 150.700000 0.0000000
## 5494 5.000000 66.600000 0.0000000
## 5495 0.000000 0.000000 0.0000000
## 5496 1.000000 92.600000 0.0000000
## 5497 0.000000 0.000000 0.0000000
## 5498 13.000000 1013.056909 2.0000000
## 5499 1.000000 48.400000 0.0000000
## 5500 1.000000 57.400000 0.0000000
## 5501 7.000000 297.600000 0.0000000
## 5502 0.000000 0.000000 0.0000000
## 5503 0.000000 0.000000 0.0000000
## 5504 0.000000 0.000000 0.0000000
## 5505 0.000000 0.000000 0.0000000
## 5506 0.000000 0.000000 0.0000000
## 5507 2.000000 56.733333 0.0000000
## 5508 1.000000 86.600000 0.0000000
## 5509 7.000000 38.600000 0.0000000
## 5510 6.000000 545.650000 3.0000000
## 5511 3.000000 94.600000 0.0000000
## 5512 6.000000 53.000000 0.0000000
## 5513 3.000000 28.800000 5.0000000
## 5514 5.000000 46.520000 0.0000000
## 5515 1.000000 41.400000 0.0000000
## 5516 6.000000 82.140000 0.0000000
## 5517 0.000000 0.000000 0.0000000
## 5518 3.000000 397.700000 4.0000000
## 5519 0.000000 0.000000 0.0000000
## 5520 16.000000 932.797143 0.0000000
## 5521 3.000000 56.800000 1.0000000
## 5522 1.000000 10.000000 0.0000000
## 5523 0.000000 0.000000 0.0000000
## 5524 10.000000 89.980000 0.0000000
## 5525 0.000000 0.000000 0.0000000
## 5526 1.000000 67.500000 0.0000000
## 5527 13.000000 234.566667 0.0000000
## 5528 2.000000 63.500000 0.0000000
## 5529 1.000000 4.000000 0.0000000
## 5530 0.000000 0.000000 0.0000000
## 5531 5.000000 196.880000 0.0000000
## 5532 5.000000 60.200000 0.0000000
## 5533 5.000000 271.000000 2.0000000
## 5534 6.000000 85.200000 0.0000000
## 5535 1.000000 62.466667 0.0000000
## 5536 10.000000 164.066667 0.0000000
## 5537 18.000000 189.264615 0.0000000
## 5538 2.000000 196.600000 0.0000000
## 5539 1.000000 5.066667 0.0000000
## 5540 2.000000 94.700000 0.0000000
## 5541 1.000000 45.400000 0.0000000
## 5542 1.000000 38.800000 0.0000000
## 5543 2.000000 21.000000 0.0000000
## 5544 5.000000 82.600000 1.0000000
## 5545 0.000000 0.000000 0.0000000
## 5546 6.000000 89.800000 0.0000000
## 5547 5.000000 850.000000 0.0000000
## 5548 0.000000 0.000000 0.0000000
## 5549 0.000000 0.000000 0.0000000
## 5550 0.000000 0.000000 0.0000000
## 5551 4.000000 585.800000 0.0000000
## 5552 0.000000 0.000000 0.0000000
## 5553 0.000000 0.000000 2.0000000
## 5554 0.000000 0.000000 0.0000000
## 5555 10.000000 491.666667 0.0000000
## 5556 10.000000 340.900000 3.0000000
## 5557 2.000000 112.800000 0.0000000
## 5558 0.000000 0.000000 0.0000000
## 5559 0.000000 0.000000 0.0000000
## 5560 0.000000 0.000000 0.0000000
## 5561 0.000000 0.000000 0.0000000
## 5562 17.000000 698.133333 1.0000000
## 5563 0.000000 0.000000 0.0000000
## 5564 3.000000 32.200000 0.0000000
## 5565 1.000000 16.600000 0.0000000
## 5566 4.000000 54.200000 1.0000000
## 5567 0.000000 0.000000 0.0000000
## 5568 1.000000 11.000000 0.0000000
## 5569 0.000000 0.000000 0.0000000
## 5570 11.000000 455.066667 3.0000000
## 5571 2.000000 32.200000 1.0000000
## 5572 4.000000 601.900000 0.0000000
## 5573 1.000000 136.500000 0.0000000
## 5574 0.000000 0.000000 0.0000000
## 5575 4.000000 49.300000 0.0000000
## 5576 10.000000 278.666667 0.0000000
## 5577 0.000000 0.000000 0.0000000
## 5578 1.000000 118.800000 0.0000000
## 5579 0.000000 0.000000 0.0000000
## 5580 2.000000 13.000000 0.0000000
## 5581 1.000000 44.000000 0.0000000
## 5582 1.000000 4.000000 0.0000000
## 5583 0.000000 0.000000 0.0000000
## 5584 2.000000 75.050000 0.0000000
## 5585 1.000000 17.100000 1.0000000
## 5586 1.000000 2.000000 6.0000000
## 5587 1.000000 4.000000 0.0000000
## 5588 1.000000 5.000000 0.0000000
## 5589 0.000000 0.000000 0.0000000
## 5590 0.000000 0.000000 0.0000000
## 5591 0.000000 0.000000 0.0000000
## 5592 0.000000 0.000000 0.0000000
## 5593 2.000000 268.080000 0.0000000
## 5594 1.000000 22.200000 0.0000000
## 5595 0.000000 0.000000 0.0000000
## 5596 0.000000 0.000000 0.0000000
## 5597 7.000000 68.400000 0.0000000
## 5598 24.000000 468.100663 6.0000000
## 5599 3.000000 43.200000 0.0000000
## 5600 2.000000 132.000000 1.0000000
## 5601 6.000000 45.033333 1.0000000
## 5602 0.000000 0.000000 0.0000000
## 5603 1.000000 80.600000 0.0000000
## 5604 4.000000 26.200000 0.0000000
## 5605 12.000000 137.900000 0.0000000
## 5606 0.000000 0.000000 0.0000000
## 5607 2.000000 9.600000 3.0000000
## 5608 2.000000 161.200000 0.0000000
## 5609 9.000000 301.000000 0.0000000
## 5610 2.000000 45.200000 0.0000000
## 5611 2.000000 167.400000 0.0000000
## 5612 0.000000 0.000000 0.0000000
## 5613 0.000000 0.000000 0.0000000
## 5614 2.000000 19.400000 3.0000000
## 5615 3.000000 157.400000 0.0000000
## 5616 0.000000 0.000000 0.0000000
## 5617 5.000000 56.800000 0.0000000
## 5618 4.000000 459.500000 4.0000000
## 5619 0.000000 0.000000 0.0000000
## 5620 0.000000 0.000000 0.0000000
## 5621 2.000000 42.200000 0.0000000
## 5622 0.000000 0.000000 0.0000000
## 5623 1.000000 12.000000 0.0000000
## 5624 0.000000 0.000000 0.0000000
## 5625 0.000000 0.000000 0.0000000
## 5626 0.000000 0.000000 0.0000000
## 5627 0.000000 0.000000 0.0000000
## 5628 3.000000 69.600000 0.0000000
## 5629 0.000000 0.000000 0.0000000
## 5630 6.000000 66.550000 0.0000000
## 5631 8.000000 103.733333 0.0000000
## 5632 4.000000 60.400000 0.0000000
## 5633 2.000000 423.600000 0.0000000
## 5634 6.000000 63.683333 0.0000000
## 5635 5.000000 148.500000 0.0000000
## Informational_Duration ProductRelated ProductRelated_Duration BounceRates
## 1 0.000000 1.00000 0.000000 0.200000000
## 2 0.000000 2.00000 64.000000 0.000000000
## 3 -1.000000 1.00000 -1.000000 0.200000000
## 4 0.000000 2.00000 2.666667 0.050000000
## 5 0.000000 10.00000 627.500000 0.020000000
## 6 0.000000 19.00000 154.216667 0.015789474
## 7 -1.000000 1.00000 -1.000000 0.200000000
## 8 -1.000000 1.00000 -1.000000 0.200000000
## 9 0.000000 2.00000 37.000000 0.000000000
## 10 0.000000 3.00000 738.000000 0.000000000
## 11 0.000000 3.00000 395.000000 0.000000000
## 12 0.000000 16.00000 407.750000 0.018750000
## 13 0.000000 7.00000 280.500000 0.000000000
## 14 0.000000 6.00000 98.000000 0.000000000
## 15 0.000000 2.00000 68.000000 0.000000000
## 16 0.000000 23.00000 1668.285119 0.008333333
## 17 -1.000000 1.00000 -1.000000 0.200000000
## 18 0.000000 13.00000 334.966667 0.000000000
## 19 0.000000 2.00000 32.000000 0.000000000
## 20 0.000000 20.00000 2981.166667 0.000000000
## 21 0.000000 8.00000 136.166667 0.000000000
## 22 -1.000000 1.00000 -1.000000 0.200000000
## 23 0.000000 3.00000 105.000000 0.000000000
## 24 0.000000 2.00000 15.000000 0.000000000
## 25 -1.000000 1.00000 -1.000000 0.200000000
## 26 0.000000 5.00000 156.000000 0.000000000
## 27 0.000000 32.00000 1135.444444 0.002857143
## 28 0.000000 4.00000 76.000000 0.050000000
## 29 0.000000 4.00000 63.000000 0.000000000
## 30 0.000000 45.00000 1582.750000 0.043478261
## 31 0.000000 2.00000 35.000000 0.000000000
## 32 0.000000 3.00000 78.000000 0.000000000
## 33 0.000000 8.00000 209.500000 0.000000000
## 34 0.000000 10.00000 183.666667 0.040000000
## 35 0.000000 14.00000 380.500000 0.014285714
## 36 0.000000 52.00000 2086.242857 0.015384615
## 37 0.000000 8.00000 388.000000 0.025000000
## 38 0.000000 5.00000 298.000000 0.000000000
## 39 0.000000 7.00000 63.000000 0.028571429
## 40 0.000000 9.00000 482.000000 0.000000000
## 41 0.000000 46.00000 4084.393939 0.000000000
## 42 0.000000 3.00000 22.000000 0.000000000
## 43 0.000000 15.00000 310.166667 0.000000000
## 44 0.000000 2.00000 34.000000 0.000000000
## 45 0.000000 4.00000 88.000000 0.000000000
## 46 0.000000 22.00000 622.250000 0.003030303
## 47 0.000000 14.00000 222.400000 0.017142857
## 48 0.000000 3.00000 80.000000 0.066666667
## 49 0.000000 11.00000 800.833333 0.000000000
## 50 -1.000000 1.00000 -1.000000 0.200000000
## 51 -1.000000 1.00000 -1.000000 0.200000000
## 52 0.000000 12.00000 265.166667 0.011111111
## 53 0.000000 2.00000 29.000000 0.000000000
## 54 0.000000 4.00000 160.000000 0.000000000
## 55 0.000000 4.00000 135.666667 0.050000000
## 56 0.000000 1.00000 0.000000 0.200000000
## 57 0.000000 1.00000 0.000000 0.200000000
## 58 120.000000 36.00000 998.741667 0.000000000
## 59 0.000000 4.00000 104.000000 0.000000000
## 60 0.000000 16.00000 381.686508 0.011764706
## 61 0.000000 6.00000 169.000000 0.000000000
## 62 0.000000 8.00000 400.800000 0.050000000
## 63 0.000000 42.00000 1553.583333 0.009000000
## 64 0.000000 14.00000 706.500000 0.000000000
## 65 -1.000000 1.00000 -1.000000 0.200000000
## 66 0.000000 27.00000 798.333333 0.000000000
## 67 0.000000 90.00000 6951.972222 0.002150538
## 68 0.000000 1.00000 0.000000 0.200000000
## 69 0.000000 18.00000 902.000000 0.000000000
## 70 0.000000 1.00000 0.000000 0.200000000
## 71 0.000000 1.00000 0.000000 0.200000000
## 72 0.000000 20.00000 197.377778 0.025000000
## 73 0.000000 2.00000 43.000000 0.000000000
## 74 0.000000 8.00000 426.666667 0.000000000
## 75 0.000000 3.00000 135.000000 0.000000000
## 76 0.000000 16.00000 588.333333 0.000000000
## 77 0.000000 36.00000 2111.341667 0.004347826
## 78 0.000000 2.00000 76.000000 0.000000000
## 79 0.000000 1.00000 0.000000 0.200000000
## 80 0.000000 1.00000 0.000000 0.200000000
## 81 0.000000 7.00000 208.000000 0.000000000
## 82 0.000000 4.00000 270.000000 0.000000000
## 83 0.000000 6.00000 39.500000 0.000000000
## 84 0.000000 12.00000 375.000000 0.016666667
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## 1843 175.500000 27.00000 1253.333333 0.006666667
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## 1868 35.000000 12.00000 240.000000 0.014285714
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## 1876 65.500000 49.00000 574.833333 0.000000000
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## 1878 0.000000 7.00000 971.000000 0.028571429
## 1879 0.000000 40.00000 1589.273810 0.000000000
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## 1881 64.000000 56.00000 1246.919048 0.003333333
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## 1884 0.000000 34.00000 2600.258333 0.011111111
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## 1888 0.000000 23.00000 760.250000 0.000000000
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## 1890 0.000000 1.00000 0.000000 0.200000000
## 1891 62.000000 19.00000 924.333333 0.000000000
## 1892 0.000000 53.00000 1440.298918 0.012727273
## 1893 0.000000 53.00000 856.752240 0.000000000
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## 1898 0.000000 15.00000 748.566667 0.016000000
## 1899 9.000000 3.00000 149.000000 0.000000000
## 1900 0.000000 2.00000 288.000000 0.000000000
## 1901 0.000000 25.00000 383.083333 0.018181818
## 1902 72.833333 39.00000 976.710317 0.004166667
## 1903 0.000000 32.00000 1916.633333 0.015625000
## 1904 26.000000 48.00000 1266.119048 0.000000000
## 1905 250.666667 44.00000 1679.833333 0.000000000
## 1906 0.000000 16.00000 315.166667 0.000000000
## 1907 0.000000 8.00000 290.000000 0.000000000
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## 1910 0.000000 9.00000 196.000000 0.000000000
## 1911 0.000000 2.00000 0.000000 0.200000000
## 1912 0.000000 53.00000 1200.892857 0.001818182
## 1913 0.000000 7.00000 139.333333 0.000000000
## 1914 403.000000 15.00000 665.566667 0.007142857
## 1915 166.000000 12.00000 151.900000 0.031111111
## 1916 0.000000 5.00000 1620.000000 0.140000000
## 1917 0.000000 24.00000 1268.000000 0.012500000
## 1918 117.285714 15.00000 969.102381 0.005882353
## 1919 0.000000 25.00000 773.466667 0.000000000
## 1920 0.000000 33.00000 808.166667 0.000000000
## 1921 0.000000 14.00000 469.876191 0.000000000
## 1922 0.000000 30.00000 823.500000 0.000000000
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## 1924 0.000000 54.00000 1063.950000 0.000000000
## 1925 0.000000 13.00000 412.000000 0.000000000
## 1927 0.000000 14.00000 1789.398810 0.000000000
## 1928 0.000000 18.00000 644.125000 0.006250000
## 1929 0.000000 18.00000 529.702381 0.000000000
## 1930 0.000000 10.00000 254.000000 0.020000000
## 1931 0.000000 7.00000 221.714286 0.028571429
## 1932 0.000000 1.00000 0.000000 0.200000000
## 1933 0.000000 30.00000 312.333333 0.000000000
## 1935 0.000000 22.00000 325.750000 0.000000000
## 1936 419.000000 63.00000 2717.327381 0.002857143
## 1937 0.000000 79.00000 3380.691558 0.002666667
## 1938 0.000000 19.00000 614.944444 0.000000000
## 1939 0.000000 1.00000 19.000000 0.000000000
## 1940 0.000000 33.00000 1274.190476 0.005714286
## 1941 0.000000 12.00000 1071.611111 0.030769231
## 1942 0.000000 10.00000 408.000000 0.000000000
## 1943 0.000000 52.00000 2335.064286 0.007142857
## 1944 0.000000 2.00000 18.000000 0.100000000
## 1945 0.000000 53.00000 1299.383333 0.000000000
## 1946 0.000000 6.00000 83.000000 0.016666667
## 1947 0.000000 8.00000 489.000000 0.000000000
## 1948 0.000000 16.00000 226.500000 0.000000000
## 1949 0.000000 8.00000 233.666667 0.025000000
## 1951 0.000000 1.00000 0.000000 0.200000000
## 1952 0.000000 5.00000 71.000000 0.000000000
## 1953 0.000000 16.00000 1266.500000 0.000000000
## 1954 0.000000 8.00000 182.583333 0.000000000
## 1955 0.000000 12.00000 169.300000 0.000000000
## 1956 0.000000 37.00000 1358.750000 0.001754386
## 1957 0.000000 5.00000 131.000000 0.033333333
## 1958 205.000000 71.00000 2816.438810 0.000000000
## 1959 0.000000 25.00000 3484.233333 0.000000000
## 1960 156.000000 6.00000 131.000000 0.000000000
## 1961 0.000000 12.00000 1076.500000 0.000000000
## 1962 0.000000 8.00000 357.250000 0.000000000
## 1963 0.000000 6.00000 197.000000 0.000000000
## 1964 0.000000 31.00000 489.145238 0.011111111
## 1965 0.000000 11.00000 610.000000 0.000000000
## 1966 0.000000 17.00000 445.000000 0.047058824
## 1967 0.000000 17.00000 588.666667 0.011764706
## 1968 0.000000 24.00000 580.200000 0.000000000
## 1969 0.000000 32.00000 999.000000 0.000000000
## 1970 0.000000 16.00000 622.000000 0.000000000
## 1971 0.000000 6.00000 112.000000 0.000000000
## 1972 13.500000 24.00000 1005.849206 0.000000000
## 1973 0.000000 3.00000 29.000000 0.033333333
## 1974 0.000000 60.00000 3451.751515 0.006666667
## 1975 0.000000 5.00000 96.500000 0.000000000
## 1976 57.000000 19.00000 2217.333333 0.008333333
## 1977 0.000000 4.00000 50.000000 0.000000000
## 1978 0.000000 16.00000 485.666667 0.000000000
## 1979 0.000000 9.00000 388.000000 0.066666667
## 1980 0.000000 21.00000 484.950000 0.008695652
## 1981 0.000000 3.00000 55.000000 0.000000000
## 1982 0.000000 7.00000 111.666667 0.000000000
## 1983 0.000000 14.00000 269.500000 0.000000000
## 1984 0.000000 10.00000 284.000000 0.000000000
## 1985 0.000000 34.00000 1219.113725 0.007017544
## 1986 0.000000 21.00000 574.722619 0.000000000
## 1987 0.000000 46.00000 4053.092208 0.014184397
## 1988 0.000000 18.00000 1485.416667 0.000000000
## 1989 0.000000 7.00000 634.166667 0.015384615
## 1990 0.000000 41.00000 1182.106162 0.000000000
## 1991 48.000000 16.00000 333.750000 0.000000000
## 1992 0.000000 2.00000 4.000000 0.000000000
## 1993 0.000000 28.00000 550.066667 0.000000000
## 1994 0.000000 1.00000 0.000000 0.200000000
## 1995 0.000000 29.00000 218.000000 0.000000000
## 1996 0.000000 93.00000 2243.666667 0.010989011
## 1997 0.000000 38.00000 2193.150794 0.012280702
## 1998 0.000000 15.00000 289.850000 0.000000000
## 1999 0.000000 13.00000 909.500000 0.000000000
## 2000 0.000000 22.00000 1436.450000 0.000000000
## 2001 241.500000 45.00000 1998.444081 0.009090909
## 2002 58.000000 12.00000 777.500000 0.000000000
## 2003 0.000000 4.00000 126.500000 0.016666667
## 2004 0.000000 8.00000 100.000000 0.000000000
## 2005 0.000000 27.00000 598.450000 0.000000000
## 2006 0.000000 7.00000 87.714286 0.042857143
## 2007 199.000000 40.00000 1834.166667 0.000000000
## 2008 0.000000 2.00000 15.000000 0.000000000
## 2009 172.000000 28.00000 1365.216667 0.000000000
## 2010 0.000000 6.00000 36.000000 0.066666667
## 2011 419.000000 22.00000 1005.806061 0.000000000
## 2012 101.000000 76.00000 5186.116667 0.004878049
## 2013 29.666667 52.00000 2211.608333 0.008888889
## 2014 0.000000 8.00000 167.000000 0.000000000
## 2015 0.000000 47.00000 2102.581502 0.004166667
## 2016 353.333333 45.00000 2003.415152 0.007142857
## 2017 54.000000 41.00000 1490.552778 0.000000000
## 2018 0.000000 35.00000 1988.658333 0.008943089
## 2019 0.000000 8.00000 148.750000 0.000000000
## 2020 0.000000 2.00000 134.000000 0.000000000
## 2021 0.000000 16.00000 191.071429 0.000000000
## 2022 0.000000 16.00000 222.000000 0.025000000
## 2023 0.000000 5.00000 116.500000 0.000000000
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## 2025 0.000000 68.00000 809.245635 0.002985075
## 2026 0.000000 8.00000 262.166667 0.000000000
## 2027 0.000000 4.00000 22.000000 0.050000000
## 2028 0.000000 11.00000 234.992424 0.000000000
## 2029 0.000000 8.00000 258.000000 0.025000000
## 2030 0.000000 2.00000 0.000000 0.200000000
## 2031 263.000000 6.00000 133.333333 0.000000000
## 2032 0.000000 12.00000 255.300000 0.002000000
## 2033 0.000000 96.00000 1524.748377 0.000000000
## 2034 0.000000 17.00000 1306.666667 0.010526316
## 2035 0.000000 12.00000 224.166667 0.000000000
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## 2037 0.000000 21.00000 686.400000 0.003846154
## 2038 34.506387 31.76388 1196.037057 0.022152462
## 2040 34.506387 31.76388 1196.037057 0.022152462
## 2041 70.500000 75.00000 3537.991667 0.011714286
## 2042 135.500000 52.00000 1896.272222 0.005310734
## 2043 0.000000 29.00000 598.297619 0.000000000
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## 2047 -1.000000 1.00000 -1.000000 0.000000000
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## 2067 91.000000 31.00000 1271.821212 0.000000000
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## 2076 56.000000 17.00000 1385.833333 0.005882353
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## 2095 0.000000 4.00000 158.000000 0.050000000
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## 2110 0.000000 57.00000 4895.022989 0.003333333
## 2111 9.000000 58.00000 2293.599020 0.008357771
## 2112 0.000000 77.00000 1449.683333 0.000000000
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## 37 0.056250000 0.0000000 0.0 Feb 3 2 1
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## 44 0.050000000 0.0000000 0.4 Feb 3 2 2
## 45 0.050000000 0.0000000 0.0 Feb 4 1 1
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## 48 0.133333333 0.0000000 0.2 Feb 3 2 1
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## 50 0.200000000 0.0000000 0.6 Feb 2 2 3
## 51 0.200000000 0.0000000 0.0 Feb 1 1 3
## 52 0.026111111 0.0000000 0.2 Feb 3 2 1
## 53 0.100000000 0.0000000 1.0 Feb 2 4 4
## 54 0.075000000 0.0000000 0.0 Feb 4 2 2
## 55 0.025000000 0.0000000 0.4 Feb 3 3 1
## 56 0.200000000 0.0000000 0.2 Feb 2 4 1
## 57 0.200000000 0.0000000 0.6 Feb 3 2 3
## 58 0.014736467 19.4470791 0.2 Feb 2 2 4
## 59 0.050000000 0.0000000 0.4 Feb 2 6 6
## 60 0.046568627 0.0000000 0.6 Feb 2 4 2
## 61 0.016666667 0.0000000 0.4 Feb 1 1 3
## 62 0.120833333 0.0000000 0.0 Feb 1 1 1
## 63 0.019666667 38.3084927 0.0 Feb 1 1 3
## 64 0.007142857 0.0000000 0.0 Feb 2 2 5
## 65 0.200000000 0.0000000 0.0 Feb 2 2 4
## 66 0.012643678 22.9160357 0.8 Feb 2 2 3
## 67 0.015013034 0.0000000 0.0 Feb 4 1 1
## 68 0.200000000 0.0000000 0.6 Feb 2 2 5
## 69 0.007407407 0.0000000 0.0 Feb 2 7 2
## 70 0.200000000 0.0000000 0.2 Feb 3 2 3
## 71 0.200000000 0.0000000 0.0 Feb 2 6 1
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## 73 0.100000000 0.0000000 0.4 Feb 2 2 3
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## 76 0.025000000 0.0000000 0.0 Feb 2 4 1
## 77 0.014492754 11.4394120 0.0 Feb 2 6 1
## 78 0.050000000 0.0000000 0.6 Feb 3 2 3
## 79 0.200000000 0.0000000 1.0 Feb 1 1 1
## 80 0.200000000 0.0000000 0.4 Feb 1 1 1
## 81 0.028571429 0.0000000 0.0 Feb 4 1 1
## 82 0.016666667 0.0000000 0.8 Feb 1 1 1
## 83 0.020000000 0.0000000 0.0 Feb 2 2 1
## 84 0.058333333 0.0000000 0.0 Feb 3 2 4
## 85 0.200000000 0.0000000 0.8 Feb 2 2 2
## 86 0.200000000 0.0000000 0.0 Feb 1 1 1
## 87 0.085714286 0.0000000 0.0 Feb 2 2 2
## 88 0.066666667 0.0000000 0.0 Feb 1 1 1
## 89 0.023809524 0.0000000 0.4 Feb 4 1 3
## 90 0.007894737 0.0000000 0.0 Feb 1 1 4
## 91 0.011764706 0.0000000 0.4 Feb 1 1 1
## 92 0.200000000 0.0000000 0.0 Feb 1 1 1
## 93 0.100000000 0.0000000 0.0 Feb 1 1 1
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## 95 0.025925926 0.0000000 0.6 Feb 4 1 3
## 96 0.100000000 0.0000000 0.2 Feb 1 1 1
## 97 0.066666667 0.0000000 0.2 Feb 1 1 1
## 98 0.025000000 0.0000000 0.6 Feb 1 1 1
## 99 0.080952381 0.0000000 0.6 Feb 2 4 1
## 100 0.031666667 0.0000000 0.0 Feb 3 2 3
## 101 0.008947368 0.0000000 0.4 Feb 2 4 1
## 102 0.026984127 17.5359589 1.0 Feb 1 1 7
## 103 0.033333333 0.0000000 0.4 Feb 1 1 3
## 104 0.013510250 0.0000000 0.8 Feb 2 2 4
## 105 0.017647059 0.0000000 0.0 Feb 1 1 3
## 106 0.150000000 0.0000000 0.0 Feb 1 1 7
## 107 0.074074074 0.0000000 0.8 Feb 4 1 1
## 108 0.066666667 0.0000000 0.0 Feb 1 1 1
## 109 0.066666667 0.0000000 0.8 Feb 3 3 1
## 110 0.017918470 0.0000000 0.0 Feb 2 5 1
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## 112 0.200000000 0.0000000 0.4 Feb 2 2 1
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## 144 0.200000000 0.0000000 0.0 Feb 2 2 2
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## 151 0.028166667 0.0000000 0.0 Feb 1 2 1
## 152 0.200000000 0.0000000 0.4 Feb 2 2 3
## 153 0.150000000 0.0000000 0.0 Feb 2 5 5
## 154 0.026315789 0.0000000 0.2 Feb 2 2 3
## 155 0.026666667 0.0000000 0.0 Feb 2 6 1
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## 157 0.200000000 0.0000000 0.0 Feb 3 3 3
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## 160 0.200000000 0.0000000 0.0 Feb 3 2 3
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## 164 0.016666667 0.0000000 0.4 Feb 1 1 3
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## 167 0.040000000 0.0000000 0.0 Feb 2 2 1
## 168 0.166666667 0.0000000 0.0 Feb 2 2 1
## 169 0.063636364 0.0000000 0.0 Feb 2 4 6
## 170 0.014500000 0.0000000 0.8 Feb 3 2 7
## 171 0.019166667 0.0000000 0.8 Feb 1 1 2
## 172 0.033333333 0.0000000 0.0 Feb 2 4 1
## 173 0.100000000 0.0000000 0.6 Feb 1 1 1
## 174 0.200000000 0.0000000 0.8 Feb 1 1 1
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## 176 0.015384615 0.0000000 0.0 Feb 1 1 2
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## 182 0.200000000 0.0000000 0.6 Feb 4 2 1
## 183 0.200000000 0.0000000 0.0 Feb 2 4 1
## 184 0.025000000 0.0000000 0.8 Feb 3 2 1
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## 205 0.008333333 0.0000000 0.0 Mar 3 2 1
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## 208 0.028571429 0.0000000 0.0 Mar 2 2 7
## 209 0.016666667 0.0000000 0.0 Mar 3 2 7
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## 220 0.066666667 0.0000000 0.0 Mar 2 4 3
## 221 0.013333333 35.0928000 0.0 Mar 2 2 5
## 222 0.120000000 0.0000000 0.0 Mar 2 2 1
## 223 0.150000000 0.0000000 0.0 Mar 3 2 1
## 224 0.020000000 0.0000000 0.0 Mar 2 2 1
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## 226 0.100000000 0.0000000 0.0 Mar 2 2 3
## 227 0.006578947 0.0000000 0.0 Mar 2 2 4
## 228 0.022222222 0.0000000 0.0 Mar 2 2 1
## 229 0.013333333 17.7626667 0.0 Mar 2 2 1
## 230 0.021052632 0.0000000 0.0 Mar 2 2 1
## 231 0.020666667 7.1462609 0.0 Mar 2 2 7
## 232 0.014666667 0.0000000 0.0 Mar 2 2 3
## 233 0.033333333 0.0000000 0.0 Mar 4 1 1
## 234 0.019230769 22.0327692 0.0 Mar 2 2 3
## 235 0.044210526 0.0000000 0.0 Mar 3 2 2
## 236 0.014081633 0.0000000 0.0 Mar 3 2 2
## 237 0.010600255 0.0000000 0.0 Mar 3 2 1
## 238 0.032225685 0.0000000 0.0 Mar 2 6 1
## 239 0.011111111 0.0000000 0.0 Mar 3 2 2
## 240 0.040000000 0.0000000 0.0 Mar 2 2 4
## 241 0.036550087 0.0000000 0.0 Mar 2 2 2
## 242 0.031818182 0.0000000 0.0 Mar 2 5 1
## 243 0.046470588 0.0000000 0.0 Mar 2 2 8
## 244 0.030833333 0.0000000 0.0 Mar 2 2 1
## 245 0.009523810 0.0000000 0.0 Mar 2 10 1
## 246 0.019354839 0.0000000 0.0 Mar 4 1 1
## 247 0.041025641 0.0000000 0.0 Mar 2 2 8
## 248 0.048148148 0.0000000 0.0 Mar 3 3 1
## 249 0.018052760 4.3685156 0.0 Mar 2 2 3
## 250 0.015201207 0.0000000 0.0 Mar 3 2 2
## 251 0.022253906 0.0000000 0.0 Mar 3 2 9
## 252 0.050000000 0.0000000 0.0 Mar 2 5 1
## 253 0.200000000 0.0000000 0.0 Mar 1 1 1
## 254 0.120000000 0.0000000 0.0 Mar 2 5 2
## 255 0.100000000 0.0000000 0.0 Mar 2 2 5
## 256 0.025666667 0.0000000 0.0 Mar 1 1 1
## 257 0.050000000 0.0000000 0.0 Mar 3 2 3
## 258 0.020000000 0.0000000 0.0 Mar 1 1 7
## 259 0.010370370 0.0000000 0.0 Mar 1 1 3
## 260 0.033333333 0.0000000 0.0 Mar 2 2 1
## 261 0.033862434 0.0000000 0.0 Mar 7 1 6
## 262 0.200000000 0.0000000 0.0 Mar 3 3 5
## 263 0.018709677 8.7724731 0.0 Mar 2 2 3
## 264 0.066666667 0.0000000 0.0 Mar 2 2 1
## 265 0.020000000 0.0000000 0.0 Mar 2 2 7
## 266 0.003329865 51.4633115 0.0 Mar 2 5 3
## 267 0.011666667 0.0000000 0.0 Mar 1 8 7
## 268 0.040000000 0.0000000 0.0 Mar 2 2 1
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## 270 0.016666667 0.0000000 0.0 Mar 1 1 1
## 271 0.053571429 0.0000000 0.0 Mar 3 2 1
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## 402 0.026666667 0.0000000 0.0 Mar 2 2 1
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## 472 0.116666667 0.0000000 0.0 Mar 2 4 3
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## 474 0.035897436 0.0000000 0.0 Mar 3 2 1
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## 479 0.032380952 0.0000000 0.0 Mar 3 2 3
## 480 0.200000000 0.0000000 0.0 Mar 2 2 3
## 481 0.047105263 0.0000000 0.0 Mar 2 2 1
## 482 0.042857143 0.0000000 0.0 Mar 1 1 3
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## 490 0.014814815 10.1022222 0.0 Mar 1 1 1
## 491 0.014285714 0.0000000 0.0 Mar 1 1 1
## 492 0.100000000 0.0000000 0.0 Mar 3 2 3
## 493 0.035714286 0.0000000 0.0 Mar 4 2 1
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## 495 0.025000000 0.0000000 0.0 Mar 2 2 1
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## 503 0.014008551 25.9670200 0.0 Mar 2 4 2
## 504 0.017259740 9.1623512 0.0 Mar 3 2 1
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## 506 0.003571429 0.0000000 0.0 Mar 2 2 6
## 507 0.038461538 0.0000000 0.0 Mar 2 2 3
## 508 0.013793103 0.0000000 0.0 Mar 1 6 1
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## 512 0.020602653 0.0000000 0.0 Mar 3 2 3
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## 515 0.003174603 0.0000000 0.0 Mar 2 4 7
## 516 0.200000000 0.0000000 0.0 Mar 2 2 4
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## 520 0.027272727 0.0000000 0.0 Mar 2 2 1
## 521 0.033333333 0.0000000 0.0 Mar 3 2 1
## 522 0.020000000 0.0000000 0.0 Mar 2 2 1
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## 531 0.050000000 0.0000000 0.0 Mar 2 2 1
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## 541 0.200000000 0.0000000 0.0 Mar 3 2 3
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## 543 0.003703704 0.0000000 0.0 Mar 1 1 7
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## 545 0.023983740 22.8015244 0.0 Mar 2 2 1
## 546 0.002222222 0.0000000 0.0 Mar 2 2 7
## 547 0.066666667 0.0000000 0.0 Mar 2 4 1
## 548 0.011111111 0.0000000 0.0 Mar 2 2 3
## 549 0.019047619 0.0000000 0.0 Mar 1 1 1
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## 551 0.039924242 0.0000000 0.0 Mar 3 2 1
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## 553 0.017153855 0.0000000 0.0 Mar 2 2 1
## 554 0.072727273 0.0000000 0.0 Mar 1 1 3
## 556 0.054545455 0.0000000 0.0 Mar 4 2 1
## 557 0.004166667 0.0000000 0.0 Mar 2 2 7
## 558 0.007894737 0.0000000 0.0 Mar 2 2 4
## 559 0.028571429 0.0000000 0.0 Mar 4 1 1
## 560 0.018181818 0.0000000 0.0 Mar 4 2 1
## 561 0.016500000 0.0000000 0.0 Mar 3 2 8
## 562 0.054545455 0.0000000 0.0 Mar 2 2 1
## 563 0.066666667 0.0000000 0.0 Mar 2 2 7
## 564 0.066666667 0.0000000 0.0 Mar 2 2 7
## 565 0.003500000 0.0000000 0.0 Mar 2 2 3
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## 571 0.050000000 0.0000000 0.0 Mar 3 2 3
## 572 0.085714286 0.0000000 0.0 Mar 4 1 4
## 573 0.028571429 0.0000000 0.0 Mar 2 2 1
## 574 0.066666667 0.0000000 0.0 Mar 2 2 1
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## 576 0.027174712 3.5411458 0.0 Mar 2 4 1
## 577 0.040000000 0.0000000 0.0 Mar 2 5 1
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## 580 0.013333333 0.0000000 0.0 Mar 2 2 1
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## 582 0.053273810 0.0000000 0.0 Mar 1 1 1
## 583 0.005263158 0.0000000 0.0 Mar 2 2 4
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## 585 0.002380952 0.0000000 0.0 Mar 1 1 3
## 586 0.200000000 0.0000000 0.0 Mar 3 2 1
## 587 0.014285714 0.0000000 0.0 Mar 1 2 1
## 588 0.007051282 9.2947756 0.0 Mar 2 2 1
## 589 0.023619048 0.0000000 0.0 Mar 2 2 1
## 591 0.041176471 0.0000000 0.0 Mar 2 6 9
## 592 0.200000000 0.0000000 0.0 Mar 1 1 3
## 593 0.030952381 0.0000000 0.0 Mar 2 5 2
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## 595 0.020233586 0.0000000 0.0 Mar 3 2 1
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## 599 0.027272727 0.0000000 0.0 Mar 2 2 2
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## 602 0.007618770 6.8713090 0.0 Mar 2 2 2
## 603 0.046153846 0.0000000 0.0 Mar 4 1 3
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## 605 0.016666667 0.0000000 0.0 Mar 2 2 7
## 606 0.050000000 0.0000000 0.0 Mar 2 2 1
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## 615 0.008333333 27.4513819 0.0 Mar 3 2 1
## 616 0.081818182 0.0000000 0.0 Mar 2 2 1
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## 619 0.012500000 0.0000000 0.0 Mar 1 1 1
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## 621 0.002343750 0.0000000 0.0 Mar 2 2 1
## 622 0.015333333 17.8423070 0.0 Mar 1 1 1
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## 624 0.166666667 0.0000000 0.0 Mar 2 2 1
## 625 0.018750000 0.0000000 0.0 Mar 2 2 7
## 626 0.004444444 0.0000000 0.0 Mar 3 2 4
## 627 0.066666667 0.0000000 0.0 Mar 3 2 5
## 628 0.023529412 0.0000000 0.0 Mar 2 2 1
## 629 0.029687500 0.0000000 0.0 Mar 2 2 1
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## 632 0.047619048 0.0000000 0.0 Mar 2 2 4
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## 636 0.008888889 0.0000000 0.0 Mar 1 1 8
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## 643 0.028571429 0.0000000 0.0 Mar 2 2 8
## 644 0.071428571 0.0000000 0.0 Mar 2 2 3
## 645 0.043589744 0.0000000 0.0 Mar 2 2 7
## 646 0.028571429 0.0000000 0.0 Mar 2 2 2
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## 649 0.014285714 0.0000000 0.0 Mar 2 2 1
## 650 0.007012195 0.0000000 0.0 Mar 2 2 1
## 651 0.100000000 0.0000000 0.0 Mar 2 2 1
## 652 0.050000000 0.0000000 0.0 Mar 3 2 1
## 653 0.009090909 10.7929507 0.0 Mar 2 2 2
## 654 0.004812274 0.0000000 0.0 Mar 2 2 2
## 655 0.045416667 0.0000000 0.0 Mar 2 2 4
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## 657 0.040000000 0.0000000 0.0 Mar 2 2 3
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## 666 0.014141414 8.4827273 0.0 Mar 2 2 8
## 667 0.043075335 0.0000000 0.0 Mar 3 2 1
## 668 0.029166667 0.0000000 0.0 Mar 2 4 9
## 669 0.008888889 0.0000000 0.0 Mar 1 1 9
## 670 0.010434783 0.0000000 0.0 Mar 2 2 1
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## 672 0.100000000 0.0000000 0.0 Mar 3 2 1
## 673 0.002380952 0.0000000 0.0 Mar 2 2 1
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## 675 0.023529412 0.0000000 0.0 Mar 3 2 8
## 676 0.009523810 18.5847619 0.0 Mar 4 1 1
## 677 0.013333333 0.0000000 0.0 Mar 2 2 1
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## 679 0.006666667 0.0000000 0.0 Mar 2 2 1
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## 684 0.005951036 0.0000000 0.0 Mar 2 2 1
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## 686 0.001666667 0.0000000 0.0 Mar 3 2 1
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## 688 0.050000000 0.0000000 0.0 Mar 1 1 3
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## 693 0.011774152 0.0000000 0.0 Mar 3 2 1
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## 695 0.035897436 6.4827983 0.0 Mar 2 4 4
## 696 0.002185792 69.4304319 0.0 Mar 2 2 3
## 697 0.018834175 6.4450515 0.0 Mar 3 2 1
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## 699 0.010974434 0.0000000 0.0 Mar 3 2 4
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## 707 0.050000000 0.0000000 0.0 Mar 3 2 8
## 708 0.002976190 0.0000000 0.0 Mar 2 4 1
## 709 0.004166667 0.0000000 0.0 Mar 1 1 2
## 710 0.128571429 0.0000000 0.0 Mar 2 2 1
## 711 0.004545455 0.0000000 0.0 Mar 1 1 3
## 712 0.055555556 0.0000000 0.0 Mar 3 2 3
## 713 0.066666667 0.0000000 0.0 Mar 2 2 4
## 714 0.028571429 0.0000000 0.0 Mar 1 1 1
## 715 0.066666667 0.0000000 0.0 Mar 2 5 1
## 716 0.035714286 0.0000000 0.0 Mar 1 1 3
## 717 0.030952381 0.0000000 0.0 Mar 2 2 4
## 718 0.023666667 0.0000000 0.0 Mar 2 2 3
## 719 0.100000000 0.0000000 0.0 Mar 3 2 2
## 720 0.066666667 0.0000000 0.0 Mar 2 2 8
## 721 0.200000000 0.0000000 0.0 Mar 1 1 3
## 722 0.034285714 0.0000000 0.0 Mar 2 2 1
## 723 0.017493734 4.4947412 0.0 Mar 1 1 2
## 724 0.025000000 0.0000000 0.0 Mar 4 1 9
## 725 0.200000000 0.0000000 0.0 Mar 1 1 2
## 726 0.040000000 0.0000000 0.0 Mar 2 2 7
## 727 0.021875000 0.0000000 0.0 Mar 4 1 1
## 728 0.200000000 0.0000000 0.0 Mar 2 4 1
## 729 0.050000000 0.0000000 0.0 Mar 1 1 6
## 730 0.050000000 0.0000000 0.0 Mar 3 2 1
## 731 0.021739130 0.0000000 0.0 Mar 2 2 2
## 732 0.007777778 0.0000000 0.0 Mar 1 1 7
## 733 0.014285714 0.0000000 0.0 Mar 1 1 1
## 734 0.011111111 0.0000000 0.0 Mar 1 2 2
## 735 0.009285714 0.0000000 0.0 Mar 1 1 3
## 736 0.007723577 4.6670793 0.0 Mar 3 3 2
## 737 0.066666667 0.0000000 0.0 Mar 4 1 3
## 738 0.019393939 7.8823773 0.0 Mar 1 1 3
## 739 0.002666667 0.0000000 0.0 Mar 3 2 1
## 740 0.004166667 0.0000000 0.0 Mar 3 2 1
## 741 0.014766169 2.3468004 0.0 Mar 2 2 4
## 742 0.005263158 0.0000000 0.0 Mar 2 2 4
## 743 0.033252033 0.0000000 0.0 Mar 2 2 2
## 744 0.200000000 0.0000000 0.0 Mar 1 8 2
## 745 0.000956938 0.0000000 0.0 Mar 2 4 7
## 746 0.044444444 0.0000000 0.0 Mar 2 2 3
## 747 0.015625000 0.0000000 0.0 Mar 2 2 1
## 748 0.083333333 0.0000000 0.0 Mar 2 2 1
## 749 0.009523810 0.0000000 0.0 Mar 2 4 4
## 750 0.009090909 0.0000000 0.0 Mar 2 2 4
## 751 0.017428305 3.6093985 0.0 Mar 2 4 7
## 752 0.023245614 0.0000000 0.0 Mar 2 2 3
## 753 0.013333333 52.1081818 0.0 Mar 2 2 1
## 754 0.041176471 0.0000000 0.0 Mar 1 1 3
## 755 0.003571429 0.0000000 0.0 Mar 1 1 2
## 756 0.018487395 0.0000000 0.0 Mar 1 1 1
## 757 0.036842105 32.6452105 0.0 Mar 2 7 3
## 758 0.071428571 0.0000000 0.0 Mar 3 2 6
## 759 0.015384615 31.3094364 0.0 Mar 2 2 1
## 760 0.025000000 0.0000000 0.0 Mar 2 2 2
## 761 0.026591844 43.3616369 0.0 Mar 1 1 1
## 762 0.021794872 0.0000000 0.0 Mar 2 6 1
## 763 0.040000000 0.0000000 0.0 Mar 3 2 3
## 764 0.200000000 0.0000000 0.0 Mar 1 1 1
## 765 0.063636364 0.0000000 0.0 Mar 2 6 1
## 766 0.050000000 0.0000000 0.0 Mar 3 3 4
## 767 0.043750000 0.0000000 0.0 Mar 2 4 1
## 768 0.011578947 0.0000000 0.0 Mar 2 2 3
## 769 0.031372549 0.0000000 0.0 Mar 2 2 1
## 770 0.005345441 2.5266169 0.0 Mar 1 2 3
## 771 0.016433566 0.0000000 0.0 Mar 2 2 1
## 772 0.014545455 0.0000000 0.0 Mar 1 1 1
## 773 0.004916136 2.0862185 0.0 Mar 2 2 3
## 774 0.006666667 0.0000000 0.0 Mar 2 10 4
## 776 0.039104938 0.0000000 0.0 Mar 3 2 1
## 777 0.030769231 0.0000000 0.0 Mar 3 2 1
## 778 0.016037881 8.6000431 0.0 Mar 3 2 8
## 779 0.020689655 0.0000000 0.0 Mar 4 2 3
## 780 0.030000000 9.1500800 0.0 Mar 4 1 1
## 781 0.055555556 0.0000000 0.0 Mar 2 2 6
## 782 0.033333333 0.0000000 0.0 Mar 1 1 1
## 783 0.003448276 0.0000000 0.0 Mar 2 2 1
## 784 0.027272727 15.6644517 0.0 Mar 2 2 4
## 785 0.050000000 0.0000000 0.0 Mar 1 1 1
## 786 0.050000000 0.0000000 0.0 Mar 2 7 2
## 787 0.033333333 0.0000000 0.0 Mar 2 2 1
## 788 0.025925926 0.0000000 0.0 Mar 2 2 4
## 789 0.016892552 0.0000000 0.0 Mar 1 1 3
## 790 0.066666667 0.0000000 0.0 Mar 2 2 1
## 791 0.030769231 0.0000000 0.0 Mar 2 5 3
## 792 0.092307692 0.0000000 0.0 Mar 1 8 1
## 793 0.010142857 0.0000000 0.0 Mar 3 2 3
## 794 0.025000000 0.0000000 0.0 Mar 3 2 8
## 795 0.053125000 0.0000000 0.0 Mar 1 1 3
## 796 0.049411765 0.0000000 0.0 Mar 2 6 4
## 797 0.017396907 7.8911710 0.0 Mar 2 2 1
## 798 0.053030303 0.0000000 0.0 Mar 1 1 6
## 799 0.066666667 0.0000000 0.0 Mar 1 8 4
## 800 0.006998399 1.0881582 0.0 Mar 2 4 3
## 801 0.010000000 0.0000000 0.0 Mar 1 2 1
## 802 0.012500000 0.0000000 0.0 Mar 2 2 3
## 803 0.005357143 44.6119985 0.0 Mar 1 1 4
## 804 0.120000000 0.0000000 0.0 Mar 1 1 3
## 805 0.200000000 0.0000000 0.0 Mar 2 2 1
## 806 0.200000000 0.0000000 0.0 Mar 3 2 6
## 807 0.040000000 54.8554300 0.0 Mar 2 4 3
## 808 0.075000000 0.0000000 0.0 Mar 3 2 1
## 809 0.025000000 0.0000000 0.0 Mar 1 1 4
## 810 0.007142857 0.0000000 0.0 Mar 2 6 2
## 811 0.021383648 13.0018396 0.0 Mar 1 1 2
## 812 0.025000000 0.0000000 0.0 Mar 2 2 3
## 813 0.033333333 0.0000000 0.0 Mar 3 2 7
## 814 0.028571429 23.8635929 0.0 Mar 2 2 1
## 815 0.050000000 0.0000000 0.0 Mar 4 5 1
## 816 0.005072464 0.0000000 0.0 Mar 2 2 7
## 817 0.011111111 0.0000000 0.0 Mar 3 2 8
## 818 0.033333333 0.0000000 0.0 Mar 1 1 3
## 819 0.034462810 0.0000000 0.0 Mar 3 2 3
## 820 0.100000000 0.0000000 0.0 Mar 2 6 1
## 821 0.050000000 0.0000000 0.0 Mar 2 2 8
## 822 0.025000000 0.0000000 0.0 Mar 3 2 2
## 823 0.200000000 0.0000000 0.0 Mar 1 1 3
## 824 0.150000000 0.0000000 0.0 Mar 2 2 1
## 825 0.040000000 0.0000000 0.0 Mar 2 5 3
## 826 0.022984749 0.0000000 0.0 Mar 2 2 1
## 827 0.021250000 0.0000000 0.0 Mar 2 5 1
## 828 0.020833333 0.0000000 0.0 Mar 2 2 1
## 829 0.012765306 29.4581515 0.0 Mar 3 2 3
## 830 0.016666667 0.0000000 0.0 Mar 4 1 3
## 831 0.010810811 0.0000000 0.0 Mar 2 2 1
## 832 0.200000000 0.0000000 0.0 Mar 1 2 1
## 833 0.100000000 0.0000000 0.0 Mar 3 2 4
## 834 0.010000000 0.0000000 0.0 Mar 2 2 1
## 835 0.007207207 0.0000000 0.0 Mar 3 3 2
## 836 0.023076923 0.0000000 0.0 Mar 3 2 6
## 837 0.005882353 0.0000000 0.0 Mar 1 1 3
## 838 0.036923077 3.1486154 0.0 Mar 2 2 2
## 839 0.010344828 0.0000000 0.0 Mar 3 2 7
## 840 0.066666667 0.0000000 0.0 Mar 1 1 1
## 841 0.010000000 0.0000000 0.0 Mar 1 1 3
## 842 0.051111111 0.0000000 0.0 Mar 2 2 7
## 843 0.015989583 0.0000000 0.0 Mar 2 2 2
## 844 0.027083333 0.0000000 0.0 Mar 4 2 1
## 845 0.031029186 0.0000000 0.0 Mar 2 2 1
## 846 0.018226601 3.6913448 0.0 Mar 1 4 1
## 847 0.008771930 0.0000000 0.0 Mar 1 1 3
## 848 0.071428571 0.0000000 0.0 Mar 3 2 1
## 849 0.018866213 15.3291016 0.0 Mar 2 2 3
## 850 0.002666667 0.0000000 0.0 Mar 1 1 1
## 851 0.038222222 0.0000000 0.0 Mar 2 2 6
## 852 0.005555556 0.0000000 0.0 Mar 3 2 4
## 853 0.100000000 0.0000000 0.0 Mar 1 1 2
## 854 0.018233487 11.1076505 0.0 Mar 2 2 1
## 855 0.008695652 0.0000000 0.0 Mar 2 2 1
## 856 0.005714286 0.0000000 0.0 Mar 3 2 4
## 857 0.066666667 0.0000000 0.0 Mar 4 1 3
## 858 0.020322581 8.4979355 0.0 Mar 3 2 4
## 859 0.028571429 25.1880000 0.0 Mar 1 2 1
## 860 0.006250000 0.0000000 0.0 Mar 2 2 1
## 861 0.016666667 0.0000000 0.0 Mar 1 1 1
## 862 0.023933659 0.0000000 0.0 Mar 3 2 1
## 863 0.028571429 0.0000000 0.0 Mar 1 1 1
## 864 0.012500000 75.0678157 0.0 Mar 2 2 6
## 865 0.033333333 0.0000000 0.0 Mar 3 2 1
## 866 0.033333333 0.0000000 0.0 Mar 2 2 1
## 867 0.002462121 0.0000000 0.0 Mar 2 2 9
## 868 0.016666667 0.0000000 0.0 Mar 1 1 6
## 869 0.015811966 0.0000000 0.0 Mar 2 2 8
## 870 0.011111111 0.0000000 0.0 Mar 2 2 3
## 871 0.200000000 0.0000000 0.0 Mar 2 4 1
## 872 0.004390244 0.0000000 0.0 Mar 2 2 3
## 874 0.003703704 0.0000000 0.0 Mar 3 2 2
## 875 0.007309582 0.0000000 0.0 Mar 3 2 4
## 876 0.133333333 0.0000000 0.0 Mar 4 1 1
## 877 0.031531532 8.7083243 0.0 Mar 2 2 3
## 878 0.032653061 21.2238673 0.0 Mar 2 2 1
## 879 0.025000000 17.5380000 0.0 Mar 2 4 1
## 880 0.048484848 0.0000000 0.0 Mar 2 2 3
## 881 0.100000000 0.0000000 0.0 Mar 2 2 4
## 882 0.100000000 0.0000000 0.0 Mar 2 2 1
## 883 0.017954545 0.0000000 0.0 Mar 2 2 1
## 884 0.016666667 0.0000000 0.0 Mar 7 1 1
## 885 0.005055944 9.9301870 0.0 Mar 2 2 6
## 886 0.020000000 0.0000000 0.0 Mar 3 2 7
## 887 0.036842105 0.0000000 0.0 Mar 2 2 4
## 888 0.005000000 0.0000000 0.0 Mar 3 2 1
## 889 0.120000000 0.0000000 0.0 Mar 2 2 1
## 891 0.012500000 0.0000000 0.0 Mar 2 2 1
## 892 0.012577640 0.0000000 0.0 Mar 2 2 6
## 893 0.032000000 0.0000000 0.0 Mar 2 2 1
## 894 0.022222222 0.0000000 0.0 Mar 1 2 6
## 895 0.014565217 8.2241685 0.0 Mar 2 4 3
## 896 0.065000000 0.0000000 0.0 Mar 3 2 2
## 897 0.040000000 31.1880000 0.0 Mar 1 1 7
## 898 0.200000000 0.0000000 0.0 Mar 3 2 3
## 899 0.011764706 0.0000000 0.0 Mar 2 2 2
## 900 0.018181818 0.0000000 0.0 Mar 2 2 6
## 901 0.040000000 0.0000000 0.0 Mar 1 2 2
## 902 0.056666667 43.7971736 0.0 Mar 2 2 1
## 903 0.016000000 0.0000000 0.0 Mar 4 1 1
## 904 0.022222222 63.5880000 0.0 Mar 1 1 1
## 905 0.010666667 0.0000000 0.0 Mar 2 2 5
## 906 0.011666667 3.3110800 0.0 Mar 1 2 1
## 907 0.009142857 3.2986800 0.0 Mar 2 2 1
## 908 0.050000000 0.0000000 0.0 Mar 3 2 1
## 909 0.066666667 0.0000000 0.0 Mar 2 5 8
## 910 0.016666667 0.0000000 0.0 Mar 2 4 1
## 911 0.050000000 0.0000000 0.0 Mar 3 2 8
## 912 0.044444444 0.0000000 0.0 Mar 3 2 7
## 913 0.013663064 0.0000000 0.0 Mar 2 4 1
## 914 0.022222222 0.0000000 0.0 Mar 2 2 1
## 915 0.017307692 0.0000000 0.0 Mar 1 1 2
## 916 0.040476190 0.0000000 0.0 Mar 1 1 6
## 917 0.033208874 0.0000000 0.0 Mar 2 2 3
## 918 0.033333333 0.0000000 0.0 Mar 2 2 4
## 919 0.020000000 0.0000000 0.0 Mar 1 1 1
## 920 0.002721088 0.0000000 0.0 Mar 1 2 4
## 921 0.020000000 0.0000000 0.0 Mar 2 4 2
## 922 0.020661157 0.0000000 0.0 Mar 1 2 3
## 924 0.009090909 0.0000000 0.0 Mar 1 1 1
## 925 0.005217391 0.0000000 0.0 Mar 2 2 3
## 926 0.027138047 0.0000000 0.0 Mar 2 2 9
## 927 0.062500000 0.0000000 0.0 Mar 1 1 1
## 928 0.050000000 0.0000000 0.0 Mar 2 2 7
## 929 0.018750000 0.0000000 0.0 Mar 1 1 1
## 930 0.200000000 0.0000000 0.0 Mar 2 2 7
## 931 0.025000000 0.0000000 0.0 Mar 2 2 1
## 932 0.042741935 2.3043226 0.0 Mar 2 2 1
## 933 0.003508772 0.0000000 0.0 Mar 2 2 2
## 934 0.200000000 0.0000000 0.0 Mar 2 2 1
## 935 0.014285714 0.0000000 0.0 Mar 1 1 4
## 936 0.041666667 0.0000000 0.0 Mar 1 2 1
## 937 0.050000000 0.0000000 0.0 Mar 1 1 1
## 938 0.022222222 0.0000000 0.0 Mar 2 2 1
## 939 0.015196078 0.0000000 0.0 Mar 2 2 7
## 940 0.026388889 33.5332758 0.0 Mar 2 6 4
## 941 0.018181818 0.0000000 0.0 Mar 4 2 1
## 942 0.026666667 0.0000000 0.0 Mar 3 2 4
## 943 0.200000000 0.0000000 0.0 Mar 1 1 7
## 944 0.011111111 0.0000000 0.0 Mar 2 2 6
## 945 0.011458333 20.1175129 0.0 Mar 2 2 3
## 946 0.200000000 0.0000000 0.0 Mar 3 2 3
## 947 0.011111111 0.0000000 0.0 Mar 3 2 4
## 949 0.010971006 2.9155116 0.0 Mar 2 6 2
## 950 0.033333333 0.0000000 0.0 Mar 4 1 1
## 951 0.004761905 0.0000000 0.0 Mar 2 2 1
## 952 0.050000000 0.0000000 0.0 Mar 3 2 3
## 953 0.030125313 0.0000000 0.0 Mar 2 2 3
## 954 0.020000000 0.0000000 0.0 Mar 2 2 2
## 955 0.008333333 35.8370931 0.0 Mar 1 1 4
## 956 0.018519814 62.1688636 0.0 Mar 3 2 6
## 957 0.200000000 0.0000000 0.0 Mar 3 2 3
## 958 0.083333333 0.0000000 0.0 Mar 1 1 1
## 959 0.015384615 0.0000000 0.0 Mar 2 2 2
## 960 0.100000000 0.0000000 0.0 Mar 4 2 2
## 961 0.060000000 0.0000000 0.0 Mar 2 2 7
## 962 0.020000000 0.0000000 0.0 Mar 3 2 1
## 963 0.007692308 0.0000000 0.0 Mar 3 2 1
## 964 0.023529412 0.0000000 0.0 Mar 2 2 4
## 965 0.027205882 0.0000000 0.0 Mar 3 2 1
## 966 0.011468360 4.0952889 0.0 Mar 1 1 2
## 967 0.014499164 0.0000000 0.0 Mar 3 2 7
## 968 0.012742857 0.0000000 0.0 Mar 3 2 1
## 969 0.025000000 0.0000000 0.0 Mar 1 1 1
## 970 0.007894737 0.0000000 0.0 Mar 1 1 1
## 971 0.033333333 0.0000000 0.0 Mar 1 1 1
## 972 0.031538462 0.0000000 0.0 Mar 3 2 1
## 973 0.006666667 0.0000000 0.0 Mar 1 1 7
## 974 0.085185185 0.0000000 0.0 Mar 2 5 5
## 976 0.014285714 0.0000000 0.0 Mar 1 1 1
## 977 0.050000000 0.0000000 0.0 Mar 2 2 9
## 978 0.014285714 0.0000000 0.0 Mar 2 2 1
## 979 0.007142857 0.0000000 0.0 Mar 3 2 3
## 980 0.003917526 13.4640631 0.0 Mar 2 2 3
## 981 0.045833333 0.0000000 0.0 Mar 1 1 4
## 982 0.033333333 0.0000000 0.0 Mar 1 1 1
## 983 0.011764706 0.0000000 0.0 Mar 1 1 2
## 984 0.009259259 28.3933549 0.0 Mar 2 2 3
## 985 0.011111111 0.0000000 0.0 Mar 3 2 2
## 986 0.057142857 0.0000000 0.0 Mar 2 5 1
## 987 0.044444444 0.0000000 0.0 Mar 2 2 2
## 988 0.040000000 0.0000000 0.0 Mar 1 1 3
## 989 0.033333333 0.0000000 0.0 Mar 3 2 7
## 990 0.005882353 0.0000000 0.0 Mar 2 2 1
## 991 0.033333333 0.0000000 0.0 Mar 2 2 2
## 992 0.018181818 0.0000000 0.0 Mar 2 4 4
## 993 0.025000000 0.0000000 0.0 Mar 3 2 2
## 994 0.200000000 0.0000000 0.0 Mar 1 1 4
## 995 0.010526316 0.0000000 0.0 Mar 1 1 1
## 996 0.017802198 0.0000000 0.0 Mar 3 2 1
## 997 0.009552239 0.0000000 0.0 Mar 2 2 1
## 998 0.044444444 0.0000000 0.0 Mar 2 2 3
## 999 0.025000000 0.0000000 0.0 Mar 2 2 1
## 1000 0.021538462 0.0000000 0.0 Mar 3 2 1
## 1001 0.010156250 0.0000000 0.0 Mar 2 2 7
## 1002 0.026089744 0.0000000 0.0 Mar 1 1 6
## 1003 0.012500000 0.0000000 0.0 Mar 2 2 1
## 1004 0.028571429 0.0000000 0.0 Mar 1 1 3
## 1005 0.200000000 0.0000000 0.0 Mar 2 2 7
## 1006 0.040000000 0.0000000 0.0 Mar 2 2 4
## 1007 0.066666667 0.0000000 0.0 Mar 2 4 3
## 1008 0.026652893 0.0000000 0.0 Mar 2 2 4
## 1009 0.066666667 0.0000000 0.0 Mar 2 2 1
## 1010 0.003913043 0.0000000 0.0 Mar 1 1 1
## 1011 0.033333333 0.0000000 0.0 Mar 3 2 4
## 1012 0.015384615 0.0000000 0.0 Mar 2 2 1
## 1013 0.100000000 0.0000000 0.0 Mar 2 2 8
## 1014 0.022222222 0.0000000 0.0 Mar 2 2 7
## 1015 0.033333333 0.0000000 0.0 Mar 3 2 1
## 1016 0.010526316 0.0000000 0.0 Mar 3 2 3
## 1017 0.020512821 0.0000000 0.0 Mar 2 2 1
## 1018 0.048648649 0.0000000 0.0 Mar 2 10 6
## 1019 0.050000000 0.0000000 0.0 Mar 2 2 9
## 1020 0.020000000 0.0000000 0.0 Mar 2 2 1
## 1021 0.036666667 0.0000000 0.0 Mar 3 2 3
## 1022 0.004444444 0.0000000 0.0 Mar 2 2 3
## 1023 0.200000000 0.0000000 0.0 Mar 2 2 3
## 1024 0.200000000 0.0000000 0.0 Mar 1 1 1
## 1025 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1026 0.011147186 0.0000000 0.0 Mar 4 1 1
## 1027 0.019990486 6.6266477 0.0 Mar 2 2 3
## 1028 0.075000000 0.0000000 0.0 Mar 3 2 1
## 1029 0.083333333 0.0000000 0.0 Mar 2 2 7
## 1030 0.016666667 10.8343104 0.0 Mar 3 2 6
## 1031 0.033333333 18.8649000 0.0 Mar 1 1 2
## 1032 0.085714286 0.0000000 0.0 Mar 2 2 3
## 1033 0.018181818 30.6504545 0.0 Mar 2 2 2
## 1034 0.066666667 0.0000000 0.0 Mar 3 6 1
## 1036 0.166666667 0.0000000 0.0 Mar 1 1 3
## 1037 0.018141923 0.0000000 0.0 Mar 3 2 2
## 1038 0.011764706 0.0000000 0.0 Mar 2 2 1
## 1039 0.005882353 0.0000000 0.0 Mar 2 2 7
## 1040 0.023809524 0.0000000 0.0 Mar 2 2 7
## 1041 0.028151261 0.0000000 0.0 Mar 2 2 3
## 1042 0.018154762 0.0000000 0.0 Mar 1 1 1
## 1043 0.025000000 64.7325000 0.0 Mar 2 2 1
## 1044 0.012962963 0.0000000 0.0 Mar 2 2 4
## 1045 0.016666667 0.0000000 0.0 Mar 1 1 1
## 1046 0.066666667 0.0000000 0.0 Mar 2 4 1
## 1047 0.043055556 0.0000000 0.0 Mar 2 2 3
## 1048 0.200000000 0.0000000 0.0 Mar 3 2 5
## 1049 0.016666667 0.0000000 0.0 Mar 2 2 8
## 1050 0.001041667 35.1037828 0.0 Mar 2 7 2
## 1051 0.000800000 144.3934888 0.0 Mar 2 2 7
## 1052 0.009358814 0.0000000 0.0 Mar 3 2 1
## 1053 0.055026455 0.0000000 0.0 Mar 2 2 1
## 1054 0.022222222 0.0000000 0.0 Mar 2 2 1
## 1055 0.024242424 0.0000000 0.0 Mar 3 2 3
## 1056 0.133333333 0.0000000 0.0 Mar 2 2 7
## 1057 0.016666667 0.0000000 0.0 Mar 1 1 2
## 1058 0.012500000 0.0000000 0.0 Mar 1 1 1
## 1059 0.006250000 0.0000000 0.0 Mar 1 1 1
## 1060 0.200000000 0.0000000 0.0 Mar 2 2 2
## 1061 0.033333333 0.0000000 0.0 Mar 2 4 4
## 1062 0.066666667 0.0000000 0.0 Mar 2 2 1
## 1063 0.066666667 0.0000000 0.0 Mar 3 2 6
## 1064 0.010416667 0.0000000 0.0 Mar 2 2 1
## 1065 0.021839080 0.0000000 0.0 Mar 2 2 4
## 1066 0.043002538 0.0000000 0.0 Mar 2 2 2
## 1067 0.026666667 0.0000000 0.0 Mar 2 2 6
## 1068 0.009523810 60.0454966 0.0 Mar 2 2 3
## 1069 0.001724138 0.0000000 0.0 Mar 2 2 1
## 1070 0.007891429 5.6986429 0.0 Mar 3 2 6
## 1071 0.055555556 0.0000000 0.0 Mar 1 1 3
## 1072 0.060000000 0.0000000 0.0 Mar 4 1 3
## 1073 0.007142857 0.0000000 0.0 Mar 1 1 1
## 1074 0.018300654 0.0000000 0.0 Mar 2 2 3
## 1075 0.066666667 0.0000000 0.0 Mar 2 6 7
## 1076 0.022972973 0.0000000 0.0 Mar 2 2 4
## 1077 0.010997732 0.0000000 0.0 Mar 4 5 1
## 1078 0.008333333 0.0000000 0.0 Mar 2 4 1
## 1079 0.066666667 0.0000000 0.0 Mar 2 2 2
## 1080 0.016913580 9.0284067 0.0 Mar 1 1 2
## 1081 0.025282904 11.7736736 0.0 Mar 3 2 3
## 1082 0.046153846 0.0000000 0.0 Mar 2 2 4
## 1083 0.014414414 0.0000000 0.0 Mar 2 2 1
## 1084 0.007692308 0.0000000 0.0 Mar 2 2 3
## 1085 0.027272727 0.0000000 0.0 Mar 1 1 3
## 1086 0.004000000 0.0000000 0.0 Mar 2 2 1
## 1087 0.066666667 0.0000000 0.0 Mar 2 2 2
## 1088 0.021666667 0.0000000 0.0 Mar 3 2 1
## 1089 0.007407407 0.0000000 0.0 Mar 4 1 1
## 1090 0.033777778 0.0000000 0.0 Mar 2 2 6
## 1091 0.038095238 0.0000000 0.0 Mar 2 5 5
## 1092 0.020000000 0.0000000 0.0 Mar 2 2 1
## 1093 0.020289855 21.9252135 0.0 Mar 2 6 6
## 1094 0.050000000 0.0000000 0.0 Mar 2 2 7
## 1095 0.014285714 0.0000000 0.0 Mar 3 2 1
## 1096 0.020000000 0.0000000 0.0 Mar 2 2 1
## 1097 0.006666667 0.0000000 0.0 Mar 3 2 5
## 1098 0.023809524 0.0000000 0.0 Mar 1 1 1
## 1099 0.095000000 0.0000000 0.0 Mar 1 1 6
## 1100 0.060000000 0.0000000 0.0 Mar 1 1 6
## 1101 0.020000000 0.0000000 0.0 Mar 2 2 1
## 1102 0.066666667 0.0000000 0.0 Mar 3 2 4
## 1103 0.013104972 0.0000000 0.0 Mar 2 10 1
## 1104 0.014583333 0.0000000 0.0 Mar 2 2 4
## 1105 0.133333333 0.0000000 0.0 Mar 3 3 1
## 1106 0.006127451 37.4181420 0.0 Mar 3 2 3
## 1107 0.007111111 33.1478492 0.0 Mar 4 2 9
## 1108 0.031944444 0.0000000 0.0 Mar 3 2 1
## 1109 0.040000000 0.0000000 0.0 Mar 1 1 2
## 1110 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1111 0.007692308 0.0000000 0.0 Mar 2 2 6
## 1112 0.013333333 0.0000000 0.0 Mar 1 1 3
## 1113 0.036957672 0.0000000 0.0 Mar 2 2 1
## 1114 0.031250000 0.0000000 0.0 Mar 2 2 2
## 1115 0.048245614 0.0000000 0.0 Mar 2 2 1
## 1116 0.002222222 40.7932000 0.0 Mar 3 2 7
## 1117 0.100000000 0.0000000 0.0 Mar 1 1 1
## 1118 0.007213115 0.0000000 0.0 Mar 3 2 3
## 1119 0.200000000 0.0000000 0.0 Mar 1 2 9
## 1121 0.044615385 0.0000000 0.0 Mar 2 5 1
## 1122 0.047222222 0.0000000 0.0 Mar 2 2 1
## 1123 0.010526316 0.0000000 0.0 Mar 2 2 1
## 1124 0.200000000 0.0000000 0.0 Mar 2 2 1
## 1125 0.066666667 0.0000000 0.0 Mar 2 2 3
## 1126 0.016666667 0.0000000 0.0 Mar 1 1 4
## 1127 0.100000000 0.0000000 0.0 Mar 3 2 1
## 1128 0.007692308 0.0000000 0.0 Mar 1 1 1
## 1129 0.044444444 0.0000000 0.0 Mar 1 1 6
## 1130 0.020175439 0.0000000 0.0 Mar 2 2 6
## 1131 0.020000000 0.0000000 0.0 Mar 1 1 3
## 1132 0.020161290 14.6832452 0.0 Mar 2 5 1
## 1133 0.043002538 0.0000000 0.0 Mar 1 1 1
## 1134 0.043002538 0.0000000 0.0 Mar 2 4 5
## 1135 0.043002538 0.0000000 0.0 Mar 2 2 1
## 1136 0.043002538 0.0000000 0.0 Mar 3 2 1
## 1138 0.048235294 0.0000000 0.0 Mar 3 2 4
## 1139 0.029761905 0.0000000 0.0 Mar 2 4 2
## 1140 0.022222222 0.0000000 0.0 Mar 1 1 1
## 1141 0.001587302 0.0000000 0.0 Mar 3 2 8
## 1142 0.014285714 0.0000000 0.0 Mar 3 2 1
## 1143 0.200000000 0.0000000 0.0 Mar 2 6 1
## 1144 0.200000000 0.0000000 0.0 Mar 1 1 3
## 1145 0.016666667 12.3578472 0.0 Mar 2 5 3
## 1146 0.004395604 0.0000000 0.0 Mar 3 2 1
## 1147 0.009135204 0.0000000 0.0 Mar 2 2 8
## 1148 0.042857143 0.0000000 0.0 Mar 2 2 8
## 1149 0.007792208 0.0000000 0.0 Mar 3 2 6
## 1150 0.016666667 0.0000000 0.0 Mar 2 5 1
## 1151 0.052631579 0.0000000 0.0 Mar 2 2 5
## 1152 0.020512821 0.0000000 0.0 Mar 1 2 6
## 1153 0.021269841 0.0000000 0.0 Mar 1 1 1
## 1154 0.100000000 0.0000000 0.0 Mar 2 2 1
## 1155 0.200000000 0.0000000 0.0 Mar 1 1 1
## 1156 0.150000000 0.0000000 0.0 Mar 3 3 1
## 1157 0.037500000 0.0000000 0.0 Mar 1 1 2
## 1158 0.022794118 10.1651716 0.0 Mar 3 7 1
## 1159 0.018181818 0.0000000 0.0 Mar 1 1 6
## 1160 0.006666667 0.0000000 0.0 Mar 2 2 3
## 1161 0.025000000 0.0000000 0.0 Mar 1 1 9
## 1162 0.033333333 13.2835556 0.0 Mar 3 2 4
## 1163 0.111111111 0.0000000 0.0 Mar 1 1 1
## 1164 0.032142857 0.0000000 0.0 Mar 2 5 2
## 1165 0.021250000 0.0000000 0.0 Mar 2 2 2
## 1166 0.020000000 0.0000000 0.0 Mar 4 1 3
## 1167 0.040000000 0.0000000 0.0 Mar 1 1 3
## 1168 0.013333333 0.0000000 0.0 Mar 2 2 1
## 1169 0.033333333 0.0000000 0.0 Mar 2 4 1
## 1170 0.200000000 0.0000000 0.0 Mar 2 2 1
## 1172 0.003174603 33.4777732 0.0 Mar 2 4 7
## 1173 0.200000000 0.0000000 0.0 Mar 1 1 1
## 1174 0.006896552 0.0000000 0.0 Mar 4 1 1
## 1175 0.050000000 0.0000000 0.0 Mar 2 2 1
## 1176 0.007142857 21.0486417 0.0 Mar 2 4 2
## 1178 0.009523810 0.0000000 0.0 Mar 2 2 1
## 1179 0.036666667 0.0000000 0.0 Mar 2 2 3
## 1180 0.028571429 0.0000000 0.0 Mar 3 2 2
## 1181 0.200000000 0.0000000 0.0 Mar 2 2 1
## 1182 0.100000000 0.0000000 0.0 Mar 3 2 2
## 1183 0.007000000 19.9557230 0.0 Mar 1 2 8
## 1184 0.015873016 10.8692605 0.0 Mar 1 1 7
## 1185 0.032222222 0.0000000 0.0 Mar 1 2 1
## 1186 0.014802260 10.3704237 0.0 Mar 2 2 1
## 1187 0.033333333 0.0000000 0.0 Mar 1 1 6
## 1188 0.066666667 0.0000000 0.0 Mar 1 1 1
## 1189 0.013061325 0.1206999 0.0 Mar 2 2 1
## 1190 0.011428571 0.0000000 0.0 Mar 3 2 1
## 1191 0.029285714 0.0000000 0.0 Mar 3 2 7
## 1192 0.033333333 0.0000000 0.0 Mar 3 2 2
## 1193 0.014285714 0.0000000 0.0 Mar 2 2 6
## 1194 0.011111111 0.0000000 0.0 Mar 2 2 9
## 1195 0.024242424 0.0000000 0.0 Mar 1 8 3
## 1196 0.016666667 41.3500720 0.0 Mar 1 1 1
## 1197 0.023099415 0.0000000 0.0 Mar 4 1 1
## 1198 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1199 0.020000000 0.0000000 0.0 Mar 2 4 6
## 1200 0.095238095 0.0000000 0.0 Mar 1 2 2
## 1201 0.012843137 0.0000000 0.0 Mar 2 2 4
## 1202 0.033333333 0.0000000 0.0 Mar 2 2 1
## 1203 0.005454545 0.0000000 0.0 Mar 1 1 6
## 1204 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1205 0.035862069 0.0000000 0.0 Mar 3 2 6
## 1206 0.028571429 0.0000000 0.0 Mar 2 2 1
## 1207 0.033333333 0.0000000 0.0 Mar 4 1 4
## 1208 0.007407407 0.0000000 0.0 Mar 2 2 1
## 1209 0.005882353 0.0000000 0.0 Mar 2 2 3
## 1210 0.020000000 0.0000000 0.0 Mar 2 4 7
## 1211 0.018518519 0.0000000 0.0 Mar 3 2 3
## 1212 0.015384615 0.0000000 0.0 Mar 2 2 1
## 1213 0.007843137 0.0000000 0.0 Mar 1 1 1
## 1216 0.023809524 0.0000000 0.0 Mar 1 1 1
## 1217 0.066666667 0.0000000 0.0 Mar 2 4 1
## 1218 0.014285714 0.0000000 0.0 Mar 3 3 1
## 1219 0.004651163 0.0000000 0.0 Mar 2 2 1
## 1220 0.020000000 77.9600000 0.0 Mar 1 2 9
## 1221 0.016666667 0.0000000 0.0 Mar 2 2 9
## 1222 0.002083333 0.0000000 0.0 Mar 2 2 3
## 1223 0.033333333 0.0000000 0.0 Mar 2 2 6
## 1224 0.050000000 0.0000000 0.0 Mar 2 2 3
## 1225 0.008333333 0.0000000 0.0 Mar 2 2 2
## 1226 0.066666667 0.0000000 0.0 Mar 1 1 4
## 1227 0.016544567 0.0000000 0.0 Mar 2 2 3
## 1228 0.033333333 0.0000000 0.0 Mar 2 2 7
## 1229 0.029795821 0.0000000 0.0 Mar 3 2 1
## 1230 0.025378788 0.0000000 0.0 Mar 2 4 7
## 1231 0.066666667 0.0000000 0.0 Mar 1 1 6
## 1232 0.012261867 5.1506636 0.0 Mar 1 1 7
## 1233 0.040000000 0.0000000 0.0 Mar 1 1 4
## 1234 0.011515152 20.3238811 0.0 Mar 2 6 1
## 1235 0.018000000 0.0000000 0.0 Mar 1 1 1
## 1236 0.080000000 0.0000000 0.0 Mar 2 4 1
## 1237 0.200000000 0.0000000 0.0 Mar 3 2 3
## 1238 0.030952381 0.0000000 0.0 Mar 2 6 1
## 1239 0.033333333 0.0000000 0.0 Mar 4 1 3
## 1240 0.122222222 0.0000000 0.0 Mar 3 2 1
## 1241 0.100000000 0.0000000 0.0 Mar 2 4 5
## 1242 0.019531250 0.0000000 0.0 Mar 3 2 6
## 1243 0.080000000 0.0000000 0.0 Mar 3 2 1
## 1244 0.033333333 0.0000000 0.0 Mar 1 1 1
## 1245 0.066666667 0.0000000 0.0 Mar 1 1 3
## 1246 0.022222222 0.0000000 0.0 Mar 2 6 1
## 1247 0.050000000 0.0000000 0.0 Mar 2 2 6
## 1248 0.020000000 0.0000000 0.0 Mar 2 2 2
## 1249 0.016666667 0.0000000 0.0 Mar 2 2 2
## 1250 0.018181818 0.0000000 0.0 Mar 2 2 5
## 1251 0.068181818 0.0000000 0.0 Mar 2 2 1
## 1252 0.006666667 45.7504000 0.0 Mar 2 2 1
## 1253 0.002051282 27.1280420 0.0 Mar 2 10 1
## 1254 0.015416667 0.0000000 0.0 Mar 2 2 1
## 1255 0.013461538 0.0000000 0.0 Mar 4 1 1
## 1256 0.006878307 0.0000000 0.0 Mar 1 1 7
## 1257 0.013333333 0.0000000 0.0 Mar 2 10 6
## 1258 0.021052632 0.0000000 0.0 Mar 2 2 3
## 1259 0.039753086 0.0000000 0.0 Mar 2 2 1
## 1260 0.040000000 35.4900000 0.0 Mar 2 2 3
## 1261 0.035416667 0.0000000 0.0 Mar 2 2 3
## 1262 0.049509804 0.0000000 0.0 Mar 3 2 1
## 1263 0.026190476 16.3394286 0.0 Mar 3 2 1
## 1264 0.044444444 0.0000000 0.0 Mar 1 1 1
## 1265 0.006250000 0.0000000 0.0 Mar 3 2 1
## 1266 0.200000000 0.0000000 0.0 Mar 1 1 4
## 1267 0.039682540 0.0000000 0.0 Mar 3 2 3
## 1268 0.015384615 0.0000000 0.0 Mar 1 8 1
## 1269 0.016666667 0.0000000 0.0 Mar 1 1 4
## 1270 0.120000000 0.0000000 0.0 Mar 3 2 1
## 1271 0.040000000 0.0000000 0.0 Mar 2 2 4
## 1272 0.020000000 0.0000000 0.0 Mar 2 4 3
## 1273 0.003333333 0.0000000 0.0 Mar 2 2 1
## 1274 0.015384615 0.0000000 0.0 Mar 2 2 3
## 1275 0.033333333 0.0000000 0.0 Mar 2 2 1
## 1276 0.011111111 0.0000000 0.0 Mar 2 2 2
## 1277 0.007142857 0.0000000 0.0 Mar 1 1 7
## 1278 0.013636364 10.7813636 0.0 Mar 1 1 2
## 1279 0.022222222 0.0000000 0.0 Mar 2 4 6
## 1280 0.040000000 0.0000000 0.0 Mar 1 1 1
## 1281 0.005405405 0.0000000 0.0 Mar 2 2 3
## 1282 0.044351348 0.0000000 0.0 Mar 1 2 9
## 1283 0.040000000 0.0000000 0.0 Mar 2 4 1
## 1284 0.011923715 8.5674269 0.0 Mar 2 4 2
## 1285 0.008333333 0.0000000 0.0 Mar 2 2 4
## 1286 0.200000000 0.0000000 0.0 Mar 1 1 1
## 1287 0.033333333 0.0000000 0.0 Mar 2 4 7
## 1288 0.016666667 0.0000000 0.0 Mar 2 2 1
## 1289 0.100000000 0.0000000 0.0 Mar 2 2 7
## 1290 0.186666667 0.0000000 0.0 Mar 3 2 7
## 1291 0.028571429 0.0000000 0.0 Mar 4 1 3
## 1293 0.006060606 0.0000000 0.0 Mar 2 2 6
## 1294 0.035714286 0.0000000 0.0 Mar 2 2 7
## 1295 0.011111111 0.0000000 0.0 Mar 2 4 1
## 1296 0.150000000 0.0000000 0.0 Mar 3 2 3
## 1297 0.023889556 0.0000000 0.0 Mar 3 2 3
## 1298 0.066666667 0.0000000 0.0 Mar 1 2 5
## 1299 0.022222222 53.2553333 0.0 Mar 1 1 1
## 1300 0.066666667 0.0000000 0.0 Mar 2 2 6
## 1301 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1302 0.011111111 0.0000000 0.0 Mar 1 1 1
## 1303 0.002293202 0.0000000 0.0 Mar 2 2 5
## 1304 0.018181818 0.0000000 0.0 Mar 2 5 1
## 1305 0.062500000 29.2432500 0.0 Mar 2 10 3
## 1306 0.160000000 0.0000000 0.0 Mar 1 10 1
## 1307 0.059722222 0.0000000 0.0 Mar 2 2 1
## 1308 0.025000000 0.0000000 0.0 Mar 3 2 3
## 1309 0.075000000 0.0000000 0.0 Mar 2 2 6
## 1310 0.050000000 0.0000000 0.0 Mar 3 2 1
## 1311 0.025438596 0.0000000 0.0 Mar 2 2 8
## 1312 0.010344828 0.0000000 0.0 Mar 2 2 3
## 1313 0.035000000 0.0000000 0.0 Mar 3 2 1
## 1314 0.023529412 0.0000000 0.0 Mar 2 2 8
## 1315 0.013333333 0.0000000 0.0 Mar 4 2 4
## 1316 0.014285714 33.4100000 0.0 Mar 2 2 1
## 1317 0.044761905 32.5783130 0.0 Mar 3 3 1
## 1318 0.200000000 0.0000000 0.0 Mar 2 2 5
## 1319 0.012878788 0.0000000 0.0 Mar 1 2 3
## 1320 0.022222222 0.0000000 0.0 Mar 1 1 1
## 1321 0.009090909 0.0000000 0.0 Mar 3 2 7
## 1322 0.013333333 27.7590493 0.0 Mar 2 2 2
## 1323 0.010000000 0.0000000 0.0 Mar 1 2 7
## 1324 0.021383648 16.9464379 0.0 Mar 2 2 3
## 1325 0.015000000 0.0000000 0.0 Mar 2 2 5
## 1327 0.020000000 0.0000000 0.0 Mar 2 6 1
## 1328 0.018181818 0.0000000 0.0 Mar 4 1 2
## 1329 0.025000000 28.0509434 0.0 Mar 2 4 1
## 1330 0.004166667 0.0000000 0.0 Mar 1 1 1
## 1331 0.033333333 0.0000000 0.0 Mar 2 2 7
## 1332 0.061818182 0.0000000 0.0 Mar 1 1 9
## 1333 0.200000000 0.0000000 0.0 Mar 1 1 1
## 1334 0.008000000 92.4822063 0.0 Mar 2 2 7
## 1335 0.023529412 0.0000000 0.0 Mar 2 2 1
## 1336 0.012500000 0.0000000 0.0 Mar 2 4 1
## 1337 0.096298701 0.0000000 0.0 Mar 3 2 8
## 1338 0.100000000 0.0000000 0.0 Mar 1 1 1
## 1339 0.025000000 4.5990000 0.0 Mar 1 1 1
## 1340 0.005279668 16.8806961 0.0 Mar 3 2 1
## 1341 0.050000000 0.0000000 0.0 Mar 2 2 2
## 1342 0.024358974 0.0000000 0.0 Mar 2 4 3
## 1343 0.018817204 0.0000000 0.0 Mar 2 4 1
## 1344 0.013333333 0.0000000 0.0 Mar 2 2 1
## 1345 0.050000000 0.0000000 0.0 Mar 1 1 1
## 1346 0.006666667 0.0000000 0.0 Mar 3 2 3
## 1347 0.010215054 0.0000000 0.0 Mar 2 6 7
## 1348 0.034959350 0.0000000 0.0 Mar 2 2 1
## 1349 0.040000000 0.0000000 0.0 Mar 2 2 2
## 1350 0.030266123 4.2892929 0.0 Mar 3 2 1
## 1351 0.016000000 0.0000000 0.0 Mar 2 2 6
## 1352 0.027575758 0.0000000 0.0 Mar 3 2 1
## 1353 0.013782051 0.0000000 0.0 Mar 1 1 8
## 1354 0.008333333 23.8332309 0.0 Mar 4 2 1
## 1355 0.015384615 0.0000000 0.0 Mar 2 2 3
## 1356 0.100000000 0.0000000 0.0 Mar 4 1 4
## 1358 0.014285714 0.0000000 0.0 Mar 1 1 1
## 1359 0.066666667 0.0000000 0.0 Mar 1 1 1
## 1360 0.014393939 0.0000000 0.0 Mar 3 2 1
## 1361 0.100000000 0.0000000 0.0 Mar 2 2 1
## 1362 0.015873016 0.0000000 0.0 Mar 3 2 3
## 1363 0.025133361 78.3456018 0.0 Mar 2 2 1
## 1364 0.200000000 0.0000000 0.0 Mar 1 2 1
## 1365 0.150000000 0.0000000 0.0 Mar 3 2 1
## 1366 0.011904762 0.0000000 0.0 Mar 2 2 1
## 1368 0.022222222 0.0000000 0.0 Mar 2 2 1
## 1369 0.008907697 6.5068314 0.0 Mar 1 1 2
## 1370 0.006857143 0.0000000 0.0 Mar 1 1 1
## 1371 0.083333333 0.0000000 0.0 Mar 3 2 3
## 1372 0.040000000 0.0000000 0.0 Mar 1 1 6
## 1373 0.011538462 2.1797308 0.0 Mar 4 2 2
## 1374 0.040000000 0.0000000 0.0 Mar 3 2 6
## 1375 0.008333333 0.0000000 0.0 Mar 4 1 1
## 1376 0.022222222 0.0000000 0.0 Mar 2 2 1
## 1377 0.005714286 0.0000000 0.0 Mar 2 5 4
## 1378 0.016666667 0.0000000 0.0 Mar 3 2 4
## 1379 0.017307692 0.0000000 0.0 Mar 2 2 7
## 1380 0.009972955 15.3000376 0.0 Mar 1 1 4
## 1381 0.050000000 0.0000000 0.0 Mar 2 2 1
## 1383 0.044444444 0.0000000 0.0 Mar 2 2 8
## 1384 0.011764706 0.0000000 0.0 Mar 2 2 4
## 1385 0.011111111 0.0000000 0.0 Mar 2 2 5
## 1386 0.006250000 0.0000000 0.0 Mar 2 2 3
## 1387 0.046984127 0.0000000 0.0 Mar 3 2 4
## 1388 0.015384615 0.0000000 0.0 Mar 2 2 7
## 1389 0.003801170 62.3481370 0.0 Mar 4 1 1
## 1390 0.200000000 0.0000000 0.0 Mar 3 2 3
## 1392 0.010673235 0.0000000 0.0 Mar 1 1 1
## 1393 0.008492896 0.0000000 0.0 Mar 2 2 1
## 1394 0.011041667 0.0000000 0.0 Mar 3 2 2
## 1396 0.033333333 0.0000000 0.0 Mar 3 2 1
## 1397 0.200000000 0.0000000 0.0 Mar 2 2 9
## 1398 0.012612613 3.8894595 0.0 Mar 2 2 7
## 1399 0.012878788 0.0000000 0.0 Mar 3 2 1
## 1400 0.050000000 0.0000000 0.0 Mar 2 2 1
## 1401 0.150000000 0.0000000 0.0 Mar 3 2 6
## 1402 0.011111111 0.0000000 0.0 Mar 3 2 1
## 1403 0.042857143 0.0000000 0.0 Mar 3 3 3
## 1404 0.011111111 0.0000000 0.0 Mar 1 1 1
## 1405 0.018181818 0.0000000 0.0 Mar 2 2 2
## 1406 0.022222222 0.0000000 0.0 Mar 2 2 3
## 1407 0.004545455 0.0000000 0.0 Mar 3 2 6
## 1408 0.003921569 0.0000000 0.0 Mar 1 1 1
## 1409 0.150000000 0.0000000 0.0 Mar 2 10 3
## 1410 0.116666667 0.0000000 0.0 Mar 3 2 1
## 1411 0.010526316 0.0000000 0.0 Mar 3 2 3
## 1412 0.030128205 0.0000000 0.0 Mar 2 2 4
## 1413 0.200000000 0.0000000 0.0 Mar 2 4 3
## 1414 0.007692308 60.2901845 0.0 Mar 2 5 3
## 1415 0.012500000 0.0000000 0.0 Mar 3 2 1
## 1416 0.083333333 26.6613333 0.0 Mar 3 2 1
## 1417 0.013333333 0.0000000 0.0 Mar 2 2 1
## 1418 0.028571429 0.0000000 0.0 Mar 2 2 1
## 1419 0.033333333 0.0000000 0.0 Mar 3 3 1
## 1420 0.075000000 0.0000000 0.0 Mar 2 4 2
## 1421 0.035507246 0.0000000 0.0 Mar 3 2 3
## 1422 0.033333333 0.0000000 0.0 Mar 2 2 1
## 1423 0.044444444 0.0000000 0.0 Mar 3 2 3
## 1424 0.015384615 64.6000000 0.0 Mar 1 1 7
## 1425 0.012500000 20.2615568 0.0 Mar 2 4 2
## 1426 0.011764706 0.0000000 0.0 Mar 1 1 1
## 1427 0.025000000 0.0000000 0.0 Mar 2 4 1
## 1428 0.014693878 0.0000000 0.0 Mar 3 2 6
## 1429 0.023809524 10.2318730 0.0 Mar 2 2 3
## 1430 0.025000000 0.0000000 0.0 Mar 3 2 4
## 1431 0.040000000 0.0000000 0.0 Mar 2 5 2
## 1432 0.033333333 0.0000000 0.0 Mar 3 2 6
## 1433 0.018181818 74.0880000 0.0 Mar 1 1 1
## 1434 0.013333333 0.0000000 0.0 Mar 2 2 2
## 1435 0.114285714 0.0000000 0.0 Mar 2 2 1
## 1436 0.014285714 22.8890865 0.0 Mar 1 1 1
## 1438 0.100000000 0.0000000 0.0 Mar 3 2 3
## 1439 0.042857143 0.0000000 0.0 Mar 2 2 1
## 1440 0.009615385 0.0000000 0.0 Mar 2 4 4
## 1441 0.058571429 0.0000000 0.0 Mar 1 1 3
## 1442 0.010513320 0.0000000 0.0 Mar 2 4 3
## 1443 0.041140351 0.0000000 0.0 Mar 2 2 3
## 1444 0.050000000 0.0000000 0.0 Mar 3 2 3
## 1445 0.049312469 0.0000000 0.0 Mar 2 2 3
## 1446 0.057142857 0.0000000 0.0 Mar 1 2 4
## 1447 0.008928571 0.0000000 0.0 Mar 2 4 1
## 1448 0.100000000 0.0000000 0.0 Mar 2 2 9
## 1449 0.018148931 14.3220000 0.0 Mar 2 2 6
## 1450 0.014436090 10.9348246 0.0 Mar 2 2 2
## 1451 0.100000000 0.0000000 0.0 Mar 2 2 2
## 1452 0.045714286 0.0000000 0.0 Mar 1 1 6
## 1453 0.200000000 0.0000000 0.0 Mar 3 2 4
## 1455 0.044444444 0.0000000 0.0 Mar 1 2 9
## 1456 0.066666667 0.0000000 0.0 Mar 1 1 1
## 1457 0.010000000 0.0000000 0.0 Mar 2 2 4
## 1458 0.022000000 0.0000000 0.0 Mar 3 2 1
## 1459 0.019047619 9.5430603 0.0 Mar 2 2 3
## 1460 0.003875969 0.0000000 0.0 Mar 2 2 7
## 1461 0.042528736 0.0000000 0.0 Mar 2 5 2
## 1462 0.028070175 0.0000000 0.0 Mar 2 2 1
## 1463 0.065333333 0.0000000 0.0 Mar 3 2 4
## 1464 0.015942029 13.6346332 0.0 Mar 1 1 1
## 1465 0.001242236 0.0000000 0.0 Mar 2 2 8
## 1466 0.050000000 0.0000000 0.0 Mar 3 2 1
## 1467 0.039007092 13.1032624 0.0 Mar 2 2 6
## 1468 0.025000000 0.0000000 0.0 Mar 2 7 7
## 1469 0.016666667 0.0000000 0.0 Mar 1 1 1
## 1470 0.043333333 0.0000000 0.0 Mar 2 2 3
## 1471 0.010160428 13.6051201 0.0 Mar 2 2 1
## 1472 0.006628788 0.0000000 0.0 Mar 2 2 3
## 1473 0.037500000 0.0000000 0.0 Mar 1 1 4
## 1474 0.043002538 0.0000000 0.0 Mar 2 2 1
## 1475 0.043002538 0.0000000 0.0 Mar 1 1 6
## 1476 0.043002538 0.0000000 0.0 Mar 2 2 3
## 1477 0.043002538 0.0000000 0.0 Mar 1 1 2
## 1478 0.012820513 0.0000000 0.0 Mar 2 2 3
## 1479 0.022222222 0.0000000 0.0 Mar 2 2 7
## 1480 0.020349845 15.0332813 0.0 Mar 2 5 6
## 1481 0.076190476 0.0000000 0.0 Mar 3 2 1
## 1482 0.024000000 0.0000000 0.0 Mar 2 2 3
## 1483 0.004444444 0.0000000 0.0 Mar 2 2 3
## 1484 0.140000000 0.0000000 0.0 Mar 3 2 3
## 1485 0.007847222 11.4546944 0.0 Mar 1 1 1
## 1486 0.012500000 0.0000000 0.0 Mar 2 2 3
## 1487 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1488 0.015338753 39.0358043 0.0 Mar 2 4 1
## 1489 0.025000000 0.0000000 0.0 Mar 2 2 1
## 1490 0.007407407 0.0000000 0.0 Mar 1 1 1
## 1491 0.020967742 14.8921084 0.0 Mar 2 2 7
## 1492 0.010714286 261.4912857 0.0 Mar 2 2 1
## 1493 0.023333333 0.0000000 0.0 Mar 2 2 7
## 1494 0.100000000 0.0000000 0.0 Mar 2 2 1
## 1495 0.007709751 0.0000000 0.0 Mar 3 2 7
## 1496 0.022304507 0.0000000 0.0 Mar 3 2 3
## 1497 0.015153664 0.0000000 0.0 Mar 2 5 6
## 1498 0.010784314 22.9641176 0.0 Mar 2 2 1
## 1499 0.200000000 0.0000000 0.0 Mar 2 2 7
## 1500 0.021080839 0.0000000 0.0 Mar 3 3 8
## 1501 0.011330049 0.0000000 0.0 Mar 2 4 1
## 1502 0.200000000 0.0000000 0.0 Mar 2 2 3
## 1503 0.142857143 0.0000000 0.0 Mar 3 2 8
## 1504 0.026666667 0.0000000 0.0 Mar 2 2 7
## 1505 0.020000000 0.0000000 0.0 Mar 2 2 6
## 1506 0.050000000 0.0000000 0.0 Mar 1 1 2
## 1507 0.100000000 0.0000000 0.0 Mar 2 2 3
## 1508 0.067972350 0.0000000 0.0 Mar 1 1 9
## 1509 0.021250000 33.3279681 0.0 Mar 2 2 3
## 1510 0.013800705 0.0000000 0.0 Mar 2 2 5
## 1511 0.025000000 0.0000000 0.0 Mar 1 1 3
## 1512 0.005319149 18.9532340 0.0 Mar 2 2 3
## 1513 0.020450450 19.3654955 0.0 Mar 2 2 1
## 1514 0.023611111 0.0000000 0.0 Mar 2 5 8
## 1515 0.060000000 0.0000000 0.0 Mar 2 2 1
## 1517 0.024843206 8.6317195 0.0 Mar 2 5 2
## 1518 0.011764706 0.0000000 0.0 Mar 2 5 1
## 1519 0.200000000 0.0000000 0.0 Mar 3 2 1
## 1520 0.010912698 12.0921619 0.0 Mar 2 2 6
## 1521 0.016428571 0.0000000 0.0 Mar 1 1 6
## 1522 0.008333333 0.0000000 0.0 Mar 1 2 8
## 1523 0.015384615 0.0000000 0.0 Mar 3 2 1
## 1524 0.018181818 0.0000000 0.0 Mar 3 2 1
## 1525 0.056282051 0.0000000 0.0 Mar 4 2 1
## 1526 0.031007752 0.0000000 0.0 Mar 2 2 6
## 1527 0.016000000 0.0000000 0.0 Mar 3 2 1
## 1528 0.002500000 0.0000000 0.0 Mar 2 2 7
## 1529 0.015476190 10.8444074 0.0 Mar 2 2 2
## 1530 0.030000000 3.8105753 0.0 Mar 2 2 7
## 1531 0.005128205 0.0000000 0.0 Mar 2 4 2
## 1532 0.050000000 0.0000000 0.0 Mar 2 2 6
## 1533 0.040000000 0.0000000 0.0 Mar 2 4 3
## 1534 0.028571429 0.0000000 0.0 Mar 3 2 3
## 1535 0.050000000 0.0000000 0.0 Mar 2 2 1
## 1536 0.035294118 0.0000000 0.0 Mar 2 5 1
## 1537 0.045098039 0.0000000 0.0 Mar 1 1 1
## 1538 0.025000000 0.0000000 0.0 Mar 2 2 3
## 1539 0.021969697 11.1234212 0.0 Mar 2 2 3
## 1540 0.029629630 0.0000000 0.0 Mar 2 2 2
## 1541 0.010256410 0.0000000 0.0 Mar 2 2 1
## 1542 0.034615385 0.0000000 0.0 Mar 2 2 6
## 1543 0.009090177 0.0000000 0.0 Mar 2 2 2
## 1544 0.020139373 9.4011366 0.0 Mar 2 4 2
## 1545 0.003225806 0.0000000 0.0 Mar 1 1 3
## 1546 0.020000000 0.0000000 0.0 Mar 2 2 1
## 1547 0.015909091 0.0000000 0.0 Mar 2 2 1
## 1548 0.020000000 0.0000000 0.0 Mar 2 2 3
## 1549 0.016666667 0.0000000 0.0 Mar 1 1 1
## 1550 0.029004329 0.0000000 0.0 Mar 1 1 1
## 1551 0.009523810 0.0000000 0.0 Mar 2 2 1
## 1552 0.016666667 0.0000000 0.0 Mar 1 1 1
## 1553 0.001666667 27.3063666 0.0 Mar 1 1 1
## 1554 0.022222222 0.0000000 0.0 Mar 2 2 1
## 1555 0.006138614 0.0000000 0.0 Mar 2 5 1
## 1556 0.016666667 0.0000000 0.0 Mar 2 2 2
## 1557 0.012980564 0.0000000 0.0 Mar 2 5 2
## 1558 0.028571429 0.0000000 0.0 Mar 2 2 1
## 1559 0.050000000 0.0000000 0.0 Mar 2 5 1
## 1560 0.032063492 0.0000000 0.0 Mar 1 1 1
## 1561 0.200000000 0.0000000 0.0 Mar 2 2 2
## 1562 0.028571429 0.0000000 0.0 Mar 2 2 9
## 1563 0.150000000 0.0000000 0.0 Mar 2 2 1
## 1564 0.019047619 0.0000000 0.0 Mar 1 1 1
## 1565 0.003571429 20.9183164 0.0 Mar 1 1 1
## 1566 0.024545455 0.0000000 0.0 Mar 3 2 4
## 1567 0.033333333 49.8233333 0.0 Mar 2 2 4
## 1568 0.033333333 0.0000000 0.0 Mar 2 2 5
## 1569 0.066666667 0.0000000 0.0 Mar 3 2 8
## 1570 0.022222222 0.0000000 0.0 Mar 2 4 3
## 1571 0.077777778 0.0000000 0.0 Mar 3 2 1
## 1572 0.004761905 60.1947794 0.0 Mar 2 5 9
## 1573 0.014311471 7.7538802 0.0 Mar 2 2 1
## 1575 0.024266667 0.0000000 0.0 Mar 4 1 1
## 1576 0.005555556 0.0000000 0.0 Mar 2 2 3
## 1577 0.200000000 0.0000000 0.0 Mar 2 2 7
## 1578 0.001058201 0.0000000 0.0 Mar 2 2 1
## 1579 0.020000000 0.0000000 0.0 Mar 3 2 1
## 1580 0.002493853 54.9512691 0.0 Mar 2 2 1
## 1581 0.014285714 0.0000000 0.0 Mar 2 2 1
## 1582 0.075000000 0.0000000 0.0 Mar 1 1 4
## 1583 0.008959900 4.7457368 0.0 Mar 1 1 1
## 1584 0.045833333 0.0000000 0.0 Mar 1 1 1
## 1585 0.014285714 0.0000000 0.0 Mar 3 2 7
## 1586 0.100000000 0.0000000 0.0 Mar 2 2 4
## 1587 0.059523810 19.5349550 0.0 Mar 2 6 3
## 1588 0.040000000 0.0000000 0.0 Mar 3 2 1
## 1589 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1590 0.028571429 0.0000000 0.0 Mar 2 4 5
## 1591 0.100000000 0.0000000 0.0 Mar 3 2 4
## 1592 0.024274100 3.9782764 0.0 Mar 2 2 7
## 1593 0.040000000 0.0000000 0.0 Mar 1 1 6
## 1594 0.015097222 0.0000000 0.0 Mar 3 2 7
## 1595 0.045614035 0.0000000 0.0 Mar 2 2 1
## 1596 0.028571429 0.0000000 0.0 Mar 2 2 1
## 1597 0.005555556 0.0000000 0.0 Mar 1 1 2
## 1598 0.050000000 0.0000000 0.0 Mar 1 1 4
## 1599 0.055591398 0.0000000 0.0 Mar 2 2 7
## 1600 0.066666667 0.0000000 0.0 Mar 2 2 1
## 1601 0.030952381 0.0000000 0.0 Mar 2 2 3
## 1602 0.053333333 0.0000000 0.0 Mar 1 2 3
## 1603 0.005090909 0.0000000 0.0 Mar 2 2 9
## 1604 0.100000000 0.0000000 0.0 Mar 2 2 3
## 1605 0.025000000 0.0000000 0.0 Mar 2 2 6
## 1606 0.017422643 20.3043895 0.0 Mar 1 2 1
## 1607 0.069565217 0.0000000 0.0 Mar 2 2 3
## 1608 0.018918919 0.0000000 0.0 Mar 2 2 3
## 1610 0.006250000 0.0000000 0.0 Mar 1 1 1
## 1611 0.200000000 0.0000000 0.0 Mar 2 2 6
## 1612 0.011753515 6.4759102 0.0 Mar 3 2 2
## 1613 0.080000000 0.0000000 0.0 Mar 1 1 7
## 1614 0.125000000 0.0000000 0.0 Mar 2 2 1
## 1615 0.100000000 0.0000000 0.0 Mar 2 2 2
## 1616 0.066666667 0.0000000 0.0 Mar 4 1 8
## 1617 0.007142857 0.0000000 0.0 Mar 2 4 1
## 1618 0.024074074 0.0000000 0.0 Mar 1 2 7
## 1619 0.013513514 0.0000000 0.0 Mar 2 2 1
## 1620 0.014086022 0.0000000 0.0 Mar 2 2 3
## 1621 0.001346801 0.0000000 0.0 Mar 2 2 3
## 1622 0.200000000 0.0000000 0.0 Mar 3 3 1
## 1623 0.027915633 24.1307312 0.0 Mar 2 2 4
## 1624 0.013333333 0.0000000 0.0 Mar 1 1 4
## 1625 0.042857143 0.0000000 0.0 Mar 3 2 1
## 1626 0.120000000 0.0000000 0.0 Mar 2 2 5
## 1627 0.008095238 0.0000000 0.0 Mar 3 2 1
## 1628 0.200000000 0.0000000 0.0 Mar 2 2 1
## 1629 0.010256410 0.0000000 0.0 Mar 2 2 3
## 1630 0.008695652 0.0000000 0.0 Mar 2 2 1
## 1631 0.013636364 0.0000000 0.0 Mar 4 2 1
## 1632 0.017391304 0.0000000 0.0 Mar 2 2 1
## 1633 0.011111111 0.0000000 0.0 Mar 3 2 1
## 1634 0.044444444 0.0000000 0.0 Mar 2 2 1
## 1635 0.100000000 0.0000000 0.0 Mar 2 4 3
## 1636 0.023333333 29.3562978 0.0 Mar 2 2 1
## 1637 0.031515152 0.0000000 0.0 Mar 2 2 1
## 1638 0.025000000 81.2475000 0.0 Mar 1 1 2
## 1639 0.150000000 0.0000000 0.0 Mar 3 3 7
## 1640 0.004761905 0.0000000 0.0 Mar 3 6 1
## 1641 0.025000000 0.0000000 0.0 Mar 3 2 4
## 1642 0.004761905 0.0000000 0.0 Mar 3 2 3
## 1643 0.060000000 0.0000000 0.0 Mar 2 2 2
## 1644 0.019931973 33.1451429 0.0 Mar 3 2 1
## 1645 0.039110006 0.0000000 0.0 Mar 2 4 3
## 1646 0.000586510 0.0000000 0.0 Mar 2 2 1
## 1647 0.025541275 7.3716826 0.0 Mar 3 2 3
## 1648 0.001190476 0.0000000 0.0 Mar 1 1 3
## 1649 0.020000000 0.0000000 0.0 Mar 1 1 1
## 1650 0.011019900 0.0000000 0.0 Mar 2 6 1
## 1651 0.028571429 0.0000000 0.0 Mar 2 2 4
## 1652 0.006250000 0.0000000 0.0 Mar 2 2 7
## 1653 0.038738739 0.0000000 0.0 Mar 2 2 1
## 1654 0.150000000 0.0000000 0.0 Mar 3 2 1
## 1655 0.044155844 7.9458055 0.0 Mar 2 5 9
## 1656 0.044444444 0.0000000 0.0 Mar 2 10 1
## 1657 0.016000000 0.0000000 0.0 Mar 2 2 3
## 1658 0.066666667 0.0000000 0.0 Mar 3 2 1
## 1659 0.007142857 0.0000000 0.0 Mar 3 2 1
## 1660 0.033333333 0.0000000 0.0 Mar 2 2 7
## 1661 0.040000000 0.0000000 0.0 Mar 1 1 1
## 1662 0.050000000 0.0000000 0.0 Mar 2 2 9
## 1663 0.050000000 0.0000000 0.0 Mar 3 2 1
## 1664 0.003517665 0.0000000 0.0 Mar 1 1 1
## 1665 0.004813218 30.8979850 0.0 Mar 2 2 1
## 1666 0.032413793 0.0000000 0.0 Mar 2 2 3
## 1667 0.010000000 15.4334400 0.0 Mar 1 1 1
## 1668 0.023333333 0.0000000 0.0 Mar 2 2 1
## 1669 0.004166667 18.0253300 0.0 Mar 2 4 1
## 1670 0.003571429 0.0000000 0.0 Mar 3 2 4
## 1671 0.040000000 0.0000000 0.0 Mar 3 2 8
## 1672 0.046428571 0.0000000 0.0 Mar 2 2 3
## 1673 0.002985075 80.6806286 0.0 Mar 2 2 4
## 1674 0.020000000 0.0000000 0.0 Mar 2 2 1
## 1675 0.012500000 0.0000000 0.0 Mar 2 2 1
## 1676 0.036363636 0.0000000 0.0 Mar 1 1 4
## 1677 0.050000000 0.0000000 0.0 Mar 2 2 3
## 1678 0.001960784 0.0000000 0.0 Mar 1 1 3
## 1679 0.013000000 0.0000000 0.0 Mar 2 5 1
## 1680 0.041975309 0.0000000 0.0 Mar 2 2 3
## 1681 0.020000000 0.0000000 0.0 Mar 2 2 2
## 1682 0.005333333 0.0000000 0.0 Mar 3 2 1
## 1683 0.052631579 0.0000000 0.0 Mar 2 5 7
## 1684 0.120000000 0.0000000 0.0 Mar 2 2 7
## 1685 0.002469136 0.0000000 0.0 Mar 2 5 9
## 1686 0.004761905 0.0000000 0.0 Mar 2 4 1
## 1687 0.025000000 0.0000000 0.0 Mar 1 1 1
## 1688 0.016666667 0.0000000 0.0 Mar 2 2 1
## 1689 0.057142857 0.0000000 0.0 Mar 2 2 3
## 1690 0.066666667 0.0000000 0.0 Mar 2 4 3
## 1691 0.019615385 0.0000000 0.0 Mar 3 2 2
## 1692 0.100000000 0.0000000 0.0 Mar 2 2 6
## 1693 0.040000000 0.0000000 0.0 Mar 2 2 7
## 1694 0.100000000 0.0000000 0.0 Mar 2 4 3
## 1695 0.031578947 0.0000000 0.0 Mar 4 2 1
## 1696 0.075000000 0.0000000 0.0 Mar 2 2 1
## 1697 0.021052632 76.7866766 0.0 Mar 2 2 6
## 1699 0.020270270 0.0000000 0.0 Mar 2 4 3
## 1700 0.023076923 0.0000000 0.0 Mar 3 2 3
## 1701 0.017391304 0.0000000 0.0 Mar 2 4 7
## 1702 0.066666667 0.0000000 0.0 Mar 1 1 3
## 1703 0.033333333 0.0000000 0.0 Mar 3 2 1
## 1704 0.011111111 0.0000000 0.0 Mar 3 2 1
## 1705 0.030612245 0.0000000 0.0 Mar 3 2 1
## 1706 0.001754386 0.0000000 0.0 Mar 2 2 4
## 1707 0.041666667 0.0000000 0.0 Mar 2 2 9
## 1708 0.031481481 0.0000000 0.0 Mar 1 1 1
## 1709 0.057142857 0.0000000 0.0 Mar 2 2 2
## 1710 0.028282828 39.6327031 0.0 Mar 2 2 4
## 1711 0.009195402 0.0000000 0.0 Mar 1 1 7
## 1712 0.040476190 0.0000000 0.0 Mar 2 2 9
## 1713 0.133333333 0.0000000 0.0 Mar 3 2 3
## 1714 0.020000000 0.0000000 0.0 Mar 1 1 1
## 1715 0.007142857 0.0000000 0.0 Mar 2 5 1
## 1716 0.061538462 0.0000000 0.0 Mar 2 2 8
## 1717 0.080000000 0.0000000 0.0 Mar 2 2 1
## 1718 0.025000000 0.0000000 0.0 Mar 2 2 1
## 1719 0.053333333 0.0000000 0.0 Mar 2 2 6
## 1720 0.026666667 52.7005214 0.0 Mar 3 2 1
## 1721 0.066666667 0.0000000 0.0 Mar 3 2 1
## 1722 0.007142857 0.0000000 0.0 Mar 2 2 1
## 1723 0.006779661 7.2720678 0.0 Mar 2 2 7
## 1724 0.016666667 0.0000000 0.0 Mar 2 2 2
## 1725 0.002631579 0.0000000 0.0 Mar 3 2 2
## 1726 0.150000000 0.0000000 0.0 Mar 2 2 1
## 1727 0.006060606 10.6344980 0.0 Mar 1 1 1
## 1728 0.033333333 0.0000000 0.0 Mar 1 2 8
## 1729 0.016248380 0.0000000 0.0 Mar 1 1 2
## 1730 0.200000000 0.0000000 0.0 Mar 3 2 2
## 1731 0.100000000 0.0000000 0.0 Mar 1 1 4
## 1732 0.017760943 35.9810660 0.0 Mar 3 2 3
## 1733 0.026000000 14.1005333 0.0 Mar 2 4 8
## 1734 0.093750000 0.0000000 0.0 Mar 2 4 3
## 1735 0.014285714 0.0000000 0.0 Mar 2 2 1
## 1736 0.007142857 0.0000000 0.0 Mar 3 2 7
## 1737 0.008148148 0.0000000 0.0 Mar 1 1 1
## 1738 0.050000000 0.0000000 0.0 Mar 1 1 1
## 1739 0.023222222 5.4176444 0.0 Mar 2 2 1
## 1740 0.017460317 27.0779167 0.0 Mar 3 2 3
## 1741 0.050000000 0.0000000 0.0 Mar 3 2 4
## 1742 0.100000000 0.0000000 0.0 Mar 3 2 8
## 1743 0.102564103 0.0000000 0.0 Mar 1 1 3
## 1744 0.012916667 0.0000000 0.0 Mar 2 2 1
## 1745 0.021186441 0.0000000 0.0 Mar 2 2 6
## 1746 0.011111111 0.0000000 0.0 Mar 3 2 7
## 1747 0.025000000 0.0000000 0.0 Mar 2 2 7
## 1748 0.017877551 0.0000000 0.0 Mar 2 2 1
## 1749 0.042857143 0.0000000 0.0 Mar 2 2 3
## 1750 0.041666667 0.0000000 0.0 Mar 2 2 7
## 1751 0.061111111 0.0000000 0.0 Mar 1 2 8
## 1752 0.017066636 0.0000000 0.0 Mar 3 2 4
## 1753 0.006818182 0.0000000 0.0 Mar 4 1 4
## 1754 0.010389610 0.0000000 0.0 Mar 3 2 2
## 1755 0.100000000 0.0000000 0.0 Mar 3 2 2
## 1756 0.016000000 0.0000000 0.0 Mar 2 2 1
## 1757 0.010000000 0.0000000 0.0 Mar 2 2 5
## 1758 0.050000000 0.0000000 0.0 Mar 3 3 1
## 1759 0.015384615 0.0000000 0.0 Mar 3 2 9
## 1760 0.005128205 0.0000000 0.0 Mar 2 2 2
## 1761 0.033333333 0.0000000 0.0 Mar 2 2 1
## 1762 0.026580162 1.7050672 0.0 Mar 1 1 4
## 1763 0.015030864 0.0000000 0.0 Mar 3 2 1
## 1764 0.100000000 0.0000000 0.0 Mar 2 2 1
## 1765 0.034761905 0.0000000 0.0 Mar 2 2 2
## 1766 0.009090909 0.0000000 0.0 Mar 4 1 1
## 1767 0.046153846 0.0000000 0.0 Mar 2 2 1
## 1768 0.075000000 0.0000000 0.0 Mar 3 2 6
## 1769 0.016666667 0.0000000 0.0 Mar 2 2 3
## 1770 0.017777778 0.0000000 0.0 Mar 2 2 1
## 1771 0.016666667 18.2099565 0.0 Mar 2 2 7
## 1772 0.005853659 0.0000000 0.0 Mar 2 2 3
## 1773 0.042857143 0.0000000 0.0 Mar 4 1 1
## 1774 0.007575758 16.5631455 0.0 Mar 2 2 7
## 1775 0.039682540 14.2564835 0.0 Mar 3 2 2
## 1777 0.012500000 0.0000000 0.0 Mar 3 2 1
## 1778 0.017724868 7.1414286 0.0 Mar 3 2 7
## 1779 0.050000000 0.0000000 0.0 Mar 1 1 1
## 1780 0.005797101 0.0000000 0.0 Mar 2 2 2
## 1781 0.005405405 27.2386620 0.0 Mar 2 10 2
## 1782 0.002777778 13.6263061 0.0 Mar 2 2 1
## 1783 0.019210526 0.0000000 0.0 Mar 2 2 1
## 1784 0.029166667 0.0000000 0.0 Mar 3 2 1
## 1785 0.017241379 0.0000000 0.0 Mar 1 2 6
## 1786 0.061904762 0.0000000 0.0 Mar 2 6 1
## 1787 0.007230392 11.4846177 0.0 Mar 3 2 1
## 1788 0.018181818 10.9130002 0.0 Mar 2 5 1
## 1789 0.008333333 0.0000000 0.0 Mar 2 2 1
## 1790 0.010451977 85.7528587 0.0 Mar 2 2 2
## 1791 0.041915584 0.0000000 0.0 Mar 2 2 1
## 1792 0.033333333 0.0000000 0.0 Mar 1 1 1
## 1793 0.100000000 0.0000000 0.0 Mar 2 5 6
## 1794 0.019282953 0.0000000 0.0 Mar 2 2 8
## 1795 0.050000000 0.0000000 0.0 Mar 2 2 1
## 1796 0.200000000 0.0000000 0.0 Mar 2 2 2
## 1797 0.030876623 0.0000000 0.0 Mar 2 4 1
## 1798 0.020000000 0.0000000 0.0 Mar 3 2 1
## 1799 0.003333333 0.0000000 0.0 Mar 2 2 1
## 1800 0.100000000 0.0000000 0.0 Mar 2 2 6
## 1801 0.008695652 0.0000000 0.0 Mar 2 2 1
## 1802 0.022222222 0.0000000 0.0 Mar 1 1 2
## 1803 0.040000000 0.0000000 0.0 Mar 2 5 1
## 1804 0.061818182 0.0000000 0.0 Mar 3 2 1
## 1806 0.016666667 0.0000000 0.0 Mar 3 2 2
## 1807 0.038095238 0.0000000 0.0 Mar 2 2 3
## 1808 0.040000000 0.0000000 0.0 Mar 2 4 9
## 1809 0.066666667 0.0000000 0.0 Mar 2 4 9
## 1810 0.005797101 0.0000000 0.0 Mar 3 2 3
## 1811 0.013333333 0.0000000 0.0 Mar 2 2 1
## 1812 0.050000000 0.0000000 0.0 Mar 2 2 9
## 1813 0.018666667 40.7612800 0.0 Mar 2 2 3
## 1814 0.050000000 0.0000000 0.0 Mar 2 2 1
## 1815 0.100000000 0.0000000 0.0 Mar 3 2 1
## 1816 0.023502304 7.9646495 0.0 Mar 2 6 7
## 1817 0.016666667 0.0000000 0.0 Mar 1 1 7
## 1818 0.150000000 0.0000000 0.0 Mar 2 5 4
## 1819 0.100000000 0.0000000 0.0 Mar 2 2 2
## 1820 0.060000000 0.0000000 0.0 Mar 3 2 2
## 1821 0.028000000 0.0000000 0.0 Mar 2 2 1
## 1822 0.100000000 0.0000000 0.0 Mar 2 2 9
## 1823 0.003846154 0.0000000 0.0 Mar 2 2 3
## 1824 0.004594595 0.0000000 0.0 Mar 2 2 6
## 1825 0.034403292 12.5522074 0.0 Mar 1 1 3
## 1826 0.004013317 0.0000000 0.0 Mar 2 5 6
## 1827 0.043712341 3.3323333 0.0 Mar 1 1 1
## 1828 0.011111111 0.0000000 0.0 Mar 3 2 2
## 1829 0.027058824 0.0000000 0.0 Mar 2 2 2
## 1830 0.009375000 50.6649830 0.0 Mar 4 1 4
## 1831 0.028571429 0.0000000 0.0 Mar 2 2 1
## 1832 0.009523810 0.0000000 0.0 Mar 2 2 4
## 1833 0.025000000 0.0000000 0.0 Mar 2 5 1
## 1834 0.027160494 0.0000000 0.0 Mar 2 2 4
## 1835 0.009090909 0.0000000 0.0 Mar 2 4 1
## 1836 0.026428571 2.3976000 0.0 Mar 3 2 7
## 1837 0.031481481 0.0000000 0.0 Mar 1 1 1
## 1838 0.021511104 6.9382354 0.0 Mar 2 2 1
## 1839 0.100000000 0.0000000 0.0 Mar 2 2 9
## 1841 0.025000000 0.0000000 0.0 Mar 2 2 5
## 1842 0.023423423 0.0000000 0.0 Mar 2 4 3
## 1843 0.014666667 39.7173000 0.0 Mar 2 2 1
## 1844 0.100000000 0.0000000 0.0 Mar 2 2 1
## 1845 0.031111111 0.0000000 0.0 Mar 2 4 1
## 1846 0.008000000 19.9258494 0.0 Mar 4 2 2
## 1847 0.039251601 0.0000000 0.0 Mar 2 2 6
## 1848 0.016666667 0.0000000 0.0 Mar 2 2 1
## 1849 0.015384615 0.0000000 0.0 Mar 1 1 1
## 1850 0.030769231 0.0000000 0.0 Mar 2 4 4
## 1851 0.100000000 0.0000000 0.0 Mar 2 2 1
## 1852 0.010365854 30.0928134 0.0 Mar 2 2 7
## 1853 0.012500000 0.0000000 0.0 Mar 3 2 2
## 1854 0.055555556 0.0000000 0.0 Mar 2 2 6
## 1855 0.025000000 0.0000000 0.0 Mar 1 1 1
## 1856 0.010905045 6.4678317 0.0 Mar 2 2 3
## 1857 0.013461538 31.5464274 0.0 Mar 3 2 1
## 1858 0.003225806 0.0000000 0.0 Mar 2 2 7
## 1859 0.011111111 0.0000000 0.0 Mar 1 1 1
## 1860 0.020000000 0.0000000 0.0 Mar 2 2 1
## 1861 0.005555556 44.7110344 0.0 Mar 2 4 3
## 1862 0.005158730 0.0000000 0.0 Mar 3 2 1
## 1863 0.014285714 0.0000000 0.0 Mar 2 2 6
## 1864 0.066666667 0.0000000 0.0 Mar 3 2 1
## 1865 0.008000000 0.0000000 0.0 Mar 2 6 6
## 1866 0.065189145 0.0000000 0.0 Mar 2 2 1
## 1868 0.042857143 0.0000000 0.0 Mar 2 2 7
## 1869 0.012500000 0.0000000 0.0 Mar 3 2 9
## 1870 0.066666667 0.0000000 0.0 Mar 2 2 1
## 1871 0.025000000 0.0000000 0.0 Mar 3 2 1
## 1872 0.047107438 0.0000000 0.0 Mar 1 1 2
## 1873 0.054166667 0.0000000 0.0 Mar 2 2 4
## 1874 0.028571429 0.0000000 0.0 Mar 2 4 3
## 1875 0.012941176 10.3216607 0.0 Mar 2 2 1
## 1876 0.012000000 0.0000000 0.0 Mar 2 2 2
## 1877 0.007603276 0.0000000 0.0 Mar 1 1 1
## 1878 0.071428571 0.0000000 0.0 Mar 2 2 2
## 1879 0.020767196 0.0000000 0.0 Mar 4 1 3
## 1880 0.100000000 0.0000000 0.0 Mar 4 2 1
## 1881 0.005367521 0.0000000 0.0 Mar 3 2 1
## 1882 0.012500000 0.0000000 0.0 Mar 1 1 3
## 1883 0.031111111 0.0000000 0.0 Mar 2 4 3
## 1884 0.037464387 9.9383992 0.0 Mar 1 1 1
## 1885 0.022222222 0.0000000 0.0 Mar 3 2 5
## 1886 0.016666667 0.0000000 0.0 Mar 2 2 1
## 1887 0.146666667 0.0000000 0.0 Mar 1 1 3
## 1888 0.009090909 0.0000000 0.0 Mar 2 2 7
## 1889 0.008333333 0.0000000 0.0 Mar 2 2 7
## 1890 0.200000000 0.0000000 0.0 Mar 2 2 5
## 1891 0.004761905 0.0000000 0.0 Mar 2 2 1
## 1892 0.021974359 1.6601182 0.0 Mar 3 2 7
## 1893 0.002272727 0.0000000 0.0 Mar 2 2 1
## 1894 0.100000000 0.0000000 0.0 Mar 2 4 2
## 1895 0.050000000 0.0000000 0.0 Mar 2 2 9
## 1896 0.003461538 0.0000000 0.0 Mar 1 1 3
## 1897 0.200000000 0.0000000 0.0 Mar 3 2 6
## 1898 0.041333333 0.0000000 0.0 Mar 2 2 1
## 1899 0.050000000 0.0000000 0.0 Mar 2 2 1
## 1900 0.100000000 0.0000000 0.0 Mar 1 1 1
## 1901 0.037575758 0.0000000 0.0 Mar 2 2 3
## 1902 0.009722222 39.6553816 0.0 Mar 1 1 1
## 1903 0.026562500 0.0000000 0.0 Mar 2 2 1
## 1904 0.005788982 29.0103850 0.0 Mar 2 2 1
## 1905 0.001086957 45.8293144 0.0 Mar 2 2 1
## 1906 0.016666667 12.5331429 0.0 Mar 1 1 6
## 1907 0.010000000 0.0000000 0.0 Mar 2 2 1
## 1908 0.033333333 0.0000000 0.0 Mar 2 5 1
## 1909 0.050000000 0.0000000 0.0 Mar 2 5 2
## 1910 0.022222222 0.0000000 0.0 Mar 2 2 3
## 1911 0.200000000 0.0000000 0.0 Mar 2 2 1
## 1912 0.018030303 0.0000000 0.0 Mar 2 2 4
## 1913 0.011111111 0.0000000 0.0 Mar 3 2 7
## 1914 0.004761905 0.0000000 0.0 Mar 3 2 8
## 1915 0.064444444 0.0000000 0.0 Mar 2 2 1
## 1916 0.166666667 0.0000000 0.0 Mar 2 2 1
## 1917 0.015277778 0.0000000 0.0 Mar 4 1 3
## 1918 0.008888889 0.0000000 0.0 Mar 3 3 1
## 1919 0.029142857 10.3572000 0.0 Mar 2 2 1
## 1920 0.005405405 20.8595676 0.0 Mar 2 4 9
## 1921 0.005357143 0.0000000 0.0 Mar 2 4 1
## 1922 0.001666667 0.0000000 0.0 Mar 3 2 1
## 1923 0.062500000 0.0000000 0.0 Mar 2 4 2
## 1924 0.019047619 54.2488642 0.0 Mar 2 2 1
## 1925 0.028205128 0.0000000 0.0 Mar 2 2 4
## 1927 0.029047619 0.0000000 0.0 Mar 1 1 2
## 1928 0.021924603 0.0000000 0.0 Mar 3 2 3
## 1929 0.005263158 0.0000000 0.0 Mar 2 2 4
## 1930 0.040000000 14.0292000 0.0 Mar 2 2 9
## 1931 0.060714286 0.0000000 0.0 Mar 3 3 1
## 1932 0.200000000 0.0000000 0.0 Mar 2 5 1
## 1933 0.008888889 0.0000000 0.0 Mar 2 6 1
## 1935 0.031818182 0.0000000 0.0 Mar 2 10 7
## 1936 0.012857143 0.0000000 0.0 Mar 2 2 3
## 1937 0.023772222 0.0000000 0.0 Mar 2 2 3
## 1938 0.022105263 0.0000000 0.0 Mar 3 2 3
## 1939 0.100000000 0.0000000 0.0 Mar 1 1 3
## 1940 0.009285714 0.0000000 0.0 Mar 2 2 6
## 1941 0.046666667 0.0000000 0.0 Mar 2 2 2
## 1942 0.022222222 88.7846060 0.0 Mar 2 2 1
## 1943 0.010563841 0.0000000 0.0 Mar 3 2 1
## 1944 0.150000000 0.0000000 0.0 Mar 2 5 3
## 1945 0.003703704 0.0000000 0.0 Mar 2 6 7
## 1946 0.033333333 0.0000000 0.0 Mar 3 2 8
## 1947 0.015384615 0.0000000 0.0 Mar 2 2 8
## 1948 0.013333333 0.0000000 0.0 Mar 2 5 1
## 1949 0.087500000 0.0000000 0.0 Mar 2 2 3
## 1951 0.200000000 0.0000000 0.0 Mar 3 3 3
## 1952 0.033333333 0.0000000 0.0 Mar 2 2 6
## 1953 0.003508772 0.0000000 0.0 Mar 2 2 6
## 1954 0.031250000 0.0000000 0.0 Mar 2 4 6
## 1955 0.016666667 0.0000000 0.0 Mar 2 2 3
## 1956 0.032456140 0.0000000 0.0 Mar 2 5 3
## 1957 0.013333333 0.0000000 0.0 Mar 1 2 1
## 1958 0.002666667 0.0000000 0.0 Mar 2 2 1
## 1959 0.020000000 0.0000000 0.0 Mar 2 4 1
## 1960 0.025000000 0.0000000 0.0 Mar 2 2 3
## 1961 0.011764706 0.0000000 0.0 Mar 2 2 1
## 1962 0.062500000 0.0000000 0.0 Mar 2 10 4
## 1963 0.011111111 0.0000000 0.0 Mar 2 2 1
## 1964 0.022222222 27.3822422 0.0 Mar 2 2 5
## 1965 0.015384615 0.0000000 0.0 Mar 2 4 1
## 1966 0.062745098 0.0000000 0.0 Mar 2 2 6
## 1967 0.035294118 0.0000000 0.0 Mar 2 4 4
## 1968 0.012121212 17.1254546 0.0 Mar 2 2 1
## 1969 0.013440860 9.0530816 0.0 Mar 1 1 1
## 1970 0.012500000 0.0000000 0.0 Mar 2 10 2
## 1971 0.028571429 0.0000000 0.0 Mar 1 1 2
## 1972 0.007986111 0.0000000 0.0 Mar 1 1 3
## 1973 0.066666667 0.0000000 0.0 Mar 2 2 7
## 1974 0.011565934 0.0000000 0.0 Mar 3 2 3
## 1975 0.040000000 0.0000000 0.0 Mar 2 2 1
## 1976 0.017361111 0.0000000 0.0 Mar 3 2 1
## 1977 0.050000000 0.0000000 0.0 Mar 2 2 3
## 1978 0.037500000 0.0000000 0.0 Mar 2 2 6
## 1979 0.088888889 0.0000000 0.0 Mar 3 2 2
## 1980 0.037681159 0.0000000 0.0 Mar 1 2 2
## 1981 0.066666667 0.0000000 0.0 Mar 2 2 1
## 1982 0.014285714 0.0000000 0.0 Mar 2 4 1
## 1983 0.021568627 0.0000000 0.0 Mar 1 1 1
## 1984 0.016666667 33.3283450 0.0 Mar 2 5 1
## 1985 0.022556391 9.5174211 0.0 Mar 3 2 3
## 1986 0.018888889 6.2840449 0.0 Mar 2 2 1
## 1987 0.029684228 0.0000000 0.0 Mar 1 1 1
## 1988 0.027777778 0.0000000 0.0 Mar 2 4 1
## 1989 0.015384615 0.0000000 0.0 Mar 1 2 3
## 1990 0.018485839 4.4653984 0.0 Mar 2 4 3
## 1991 0.003333333 0.0000000 0.0 Mar 1 1 1
## 1992 0.100000000 0.0000000 0.0 Mar 2 2 4
## 1993 0.006666667 0.0000000 0.0 Mar 2 2 1
## 1994 0.200000000 0.0000000 0.0 Mar 1 1 3
## 1995 0.003225806 0.0000000 0.0 Mar 2 2 1
## 1996 0.031501832 0.0000000 0.0 Mar 2 4 8
## 1997 0.015614035 9.0927719 0.0 Mar 1 1 2
## 1998 0.022222222 57.9641765 0.0 Mar 2 2 2
## 1999 0.014285714 0.0000000 0.0 Mar 1 1 1
## 2000 0.009090909 0.0000000 0.0 Mar 2 2 3
## 2001 0.016447330 2.8423070 0.0 Mar 3 2 1
## 2002 0.015555556 10.7820000 0.0 Mar 2 2 1
## 2003 0.091666667 0.0000000 0.0 Mar 2 5 3
## 2004 0.025000000 0.0000000 0.0 Mar 1 1 7
## 2005 0.014814815 0.0000000 0.0 Mar 2 2 2
## 2006 0.089285714 0.0000000 0.0 Mar 3 2 1
## 2007 0.006734694 49.4704098 0.0 Mar 2 5 3
## 2008 0.100000000 0.0000000 0.0 Mar 1 1 1
## 2009 0.012301587 0.0000000 0.0 Mar 2 2 3
## 2010 0.133333333 0.0000000 0.0 Mar 4 1 1
## 2011 0.007407407 0.0000000 0.0 Mar 2 2 2
## 2012 0.024837398 6.5480114 0.0 Mar 2 2 3
## 2013 0.010251724 1.8164741 0.0 Mar 4 2 1
## 2014 0.050000000 0.0000000 0.0 Mar 2 5 1
## 2015 0.010416667 14.6395783 0.0 Mar 1 1 2
## 2016 0.007551020 5.5767209 0.0 Mar 2 2 4
## 2017 0.006589147 0.0000000 0.0 Mar 2 2 1
## 2018 0.030662021 0.0000000 0.0 Mar 2 2 3
## 2019 0.025000000 0.0000000 0.0 Mar 2 4 3
## 2020 0.100000000 0.0000000 0.0 Mar 3 2 7
## 2021 0.012500000 0.0000000 0.0 Mar 2 4 1
## 2022 0.031250000 0.0000000 0.0 Mar 1 2 1
## 2023 0.005714286 0.0000000 0.0 Mar 3 2 5
## 2024 0.066666667 0.0000000 0.0 Mar 2 7 4
## 2025 0.005970149 109.9124051 0.0 Mar 2 5 4
## 2026 0.020833333 0.0000000 0.0 Mar 2 2 2
## 2027 0.100000000 0.0000000 0.0 Mar 2 4 6
## 2028 0.018181818 0.0000000 0.0 Mar 2 2 3
## 2029 0.075000000 0.0000000 0.0 Mar 2 2 3
## 2030 0.200000000 0.0000000 0.0 Mar 2 4 1
## 2031 0.019230769 0.0000000 0.0 Mar 3 2 3
## 2032 0.036666667 0.0000000 0.0 Mar 2 2 8
## 2033 0.007239057 0.0000000 0.0 Mar 2 2 9
## 2034 0.014035088 0.0000000 0.0 Mar 3 2 2
## 2035 0.023333333 44.7346667 0.0 Mar 3 2 6
## 2036 0.009523810 0.0000000 0.0 Mar 3 2 3
## 2037 0.012179487 0.0000000 0.0 Mar 1 1 3
## 2038 0.043002538 0.0000000 0.0 Mar 3 2 4
## 2040 0.043002538 0.0000000 0.0 Mar 3 2 4
## 2041 0.027362361 5.7709600 0.0 Mar 2 2 6
## 2042 0.013192815 3.7956610 0.0 Mar 3 2 6
## 2043 0.016666667 0.0000000 0.0 Mar 2 6 3
## 2044 0.020000000 0.0000000 0.0 Mar 3 2 1
## 2045 0.005555556 0.0000000 0.0 Mar 1 2 3
## 2046 0.001799477 17.3489362 0.0 Mar 2 2 1
## 2047 0.100000000 0.0000000 0.0 Mar 2 2 2
## 2048 0.066666667 0.0000000 0.0 Mar 4 2 6
## 2049 0.100000000 0.0000000 0.0 Mar 1 1 6
## 2050 0.016666667 0.0000000 0.0 Mar 2 2 6
## 2051 0.066666667 0.0000000 0.0 Mar 2 2 1
## 2052 0.015740741 0.0000000 0.0 Mar 2 2 8
## 2053 0.200000000 0.0000000 0.0 Mar 2 5 2
## 2054 0.112500000 0.0000000 0.0 Mar 2 2 3
## 2055 0.100000000 0.0000000 0.0 Mar 2 2 3
## 2056 0.105000000 0.0000000 0.0 Mar 2 2 2
## 2059 0.025000000 0.0000000 0.0 Mar 3 2 1
## 2060 0.022222222 0.0000000 0.0 Mar 2 2 3
## 2061 0.050000000 0.0000000 0.0 Mar 2 4 1
## 2062 0.200000000 0.0000000 0.0 Mar 2 5 1
## 2063 0.010000000 0.0000000 0.0 Mar 2 2 3
## 2064 0.015555556 0.0000000 0.0 Mar 2 5 2
## 2065 0.017977208 16.1728000 0.0 Mar 2 2 3
## 2066 0.009090909 0.0000000 0.0 Mar 2 4 7
## 2067 0.011505376 1.5927742 0.0 Mar 1 8 4
## 2068 0.000586510 54.6763484 0.0 Mar 2 2 7
## 2069 0.162500000 0.0000000 0.0 Mar 3 2 3
## 2070 0.009523810 0.0000000 0.0 Mar 2 2 1
## 2071 0.010000000 91.9800000 0.0 Mar 1 1 3
## 2072 0.002159624 0.0000000 0.0 Mar 2 2 8
## 2073 0.007692308 11.9926402 0.0 Mar 1 1 1
## 2074 0.005636724 33.3307450 0.0 Mar 2 2 5
## 2075 0.016129032 0.0000000 0.0 Mar 2 5 2
## 2076 0.017647059 39.8586667 0.0 Mar 2 2 1
## 2077 0.073333333 19.9960000 0.0 Mar 2 2 3
## 2078 0.012500000 0.0000000 0.0 Mar 1 1 6
## 2079 0.114285714 0.0000000 0.0 Mar 1 1 3
## 2080 0.028125000 0.0000000 0.0 Mar 2 2 3
## 2081 0.006666667 0.0000000 0.0 Mar 2 2 8
## 2082 0.050000000 0.0000000 0.0 Mar 2 2 3
## 2083 0.033333333 0.0000000 0.0 Mar 3 3 1
## 2084 0.087500000 0.0000000 0.0 Mar 1 1 6
## 2085 0.020784314 26.1201542 0.0 Mar 2 2 3
## 2086 0.006896552 0.0000000 0.0 Mar 2 2 1
## 2087 0.002380952 24.7504762 0.0 Mar 1 1 1
## 2088 0.005263158 0.0000000 0.0 Mar 2 4 1
## 2089 0.020000000 0.0000000 0.0 Mar 2 4 7
## 2090 0.200000000 0.0000000 0.0 Mar 3 2 1
## 2091 0.012500000 0.0000000 0.0 Mar 2 4 1
## 2092 0.005128205 54.9800000 0.0 May 3 2 4
## 2093 0.001449275 0.0000000 0.8 May 3 2 1
## 2094 0.015307716 5.6381031 0.0 May 2 2 1
## 2095 0.100000000 0.0000000 0.0 May 2 2 4
## 2096 0.024719927 0.0000000 0.6 May 2 2 3
## 2097 0.012319347 0.0000000 0.0 May 3 2 6
## 2098 0.200000000 0.0000000 0.0 May 1 1 1
## 2099 0.007692308 11.5192308 0.0 May 2 2 1
## 2100 0.047222222 0.0000000 0.0 May 2 5 4
## 2101 0.025641026 0.0000000 0.0 May 1 2 5
## 2102 0.064705882 0.0000000 0.8 May 2 2 1
## 2103 0.177777778 0.0000000 0.0 May 1 1 1
## 2104 0.039305682 0.0000000 0.4 May 2 2 1
## 2105 0.200000000 0.0000000 0.6 May 1 1 1
## 2106 0.002564103 0.0000000 0.0 May 4 2 1
## 2107 0.200000000 0.0000000 0.0 May 1 1 1
## 2108 0.021089500 0.0000000 0.6 May 1 1 1
## 2109 0.025000000 14.6895000 0.6 May 2 5 1
## 2110 0.023321256 0.0000000 0.0 May 2 2 1
## 2111 0.033973374 6.7485000 0.0 May 2 2 7
## 2112 0.002631579 0.0000000 0.0 May 2 2 4
## 2113 0.091666667 0.0000000 0.0 May 3 2 1
## 2114 0.033333333 0.0000000 0.0 May 2 2 1
## 2115 0.025000000 0.0000000 0.0 May 3 6 3
## 2116 0.009090909 20.2453697 0.0 May 2 4 1
## 2117 0.050000000 0.0000000 0.0 May 3 2 6
## 2118 0.075000000 0.0000000 0.0 May 2 2 3
## 2119 0.011458333 17.9910000 0.0 May 2 2 1
## 2120 0.100000000 0.0000000 0.0 May 1 1 1
## 2121 0.013513514 0.0000000 0.6 May 2 2 1
## 2122 0.080000000 0.0000000 0.6 May 1 1 1
## 2123 0.042307692 10.9472308 0.6 May 2 2 1
## 2124 0.012500000 0.0000000 0.0 May 2 2 6
## 2125 0.030701754 0.0000000 0.8 May 2 4 1
## 2126 0.025000000 0.0000000 0.0 May 3 2 3
## 2127 0.026666667 0.0000000 0.0 May 2 2 4
## 2128 0.079487179 0.0000000 0.6 May 1 1 4
## 2129 0.024390244 0.0000000 0.0 May 2 2 1
## 2130 0.100000000 0.0000000 0.8 May 2 5 4
## 2131 0.200000000 0.0000000 0.0 May 2 4 1
## 2132 0.008695652 46.0064348 0.0 May 2 2 4
## 2133 0.040415616 8.0826900 0.0 May 2 1 1
## 2134 0.041810345 0.0000000 0.0 May 2 6 4
## 2135 0.033333333 0.0000000 0.0 May 2 6 3
## 2136 0.020000000 0.0000000 0.0 May 2 2 2
## 2137 0.018181818 0.0000000 0.0 May 2 4 8
## 2138 0.032432432 0.0000000 0.2 May 4 1 1
## 2139 0.022549020 0.0000000 0.2 May 1 2 3
## 2140 0.073076923 0.0000000 0.8 May 2 2 5
## 2141 0.017058824 0.0000000 1.0 May 2 2 5
## 2142 0.054545455 0.0000000 0.6 May 2 2 4
## 2143 0.200000000 0.0000000 0.0 May 1 1 1
## 2144 0.019892473 0.0000000 0.0 May 2 4 2
## 2145 0.025289256 32.0650909 0.0 May 3 2 3
## 2146 0.083333333 0.0000000 0.0 May 2 2 3
## 2147 0.016666667 0.0000000 0.0 May 2 4 1
## 2148 0.031111111 0.0000000 0.6 May 2 2 7
## 2149 0.123412698 0.0000000 0.4 May 2 2 1
## 2150 0.045416667 0.0000000 0.0 May 3 2 1
## 2151 0.004081633 0.0000000 0.8 May 2 4 4
## 2152 0.200000000 0.0000000 0.6 May 3 2 4
## 2153 0.007142857 0.0000000 0.0 May 2 2 2
## 2154 0.034101382 18.1114839 0.0 May 3 2 6
## 2155 0.055555556 0.0000000 0.0 May 2 2 3
## 2156 0.142857143 0.0000000 0.0 May 2 4 3
## 2157 0.033333333 0.0000000 0.6 May 2 2 1
## 2158 0.086507937 0.0000000 1.0 May 2 2 4
## 2159 0.100000000 0.0000000 0.8 May 1 1 1
## 2160 0.061111111 0.0000000 0.8 May 2 2 9
## 2161 0.008000000 0.0000000 0.0 May 2 2 1
## 2162 0.066666667 0.0000000 0.0 May 2 2 7
## 2163 0.040000000 0.0000000 0.0 May 2 2 3
## 2164 0.116666667 0.0000000 0.8 May 3 2 1
## 2165 0.009375000 26.9831250 0.0 May 3 2 3
## 2166 0.018571429 0.0000000 0.0 May 3 2 2
## 2167 0.155555556 0.0000000 0.8 May 2 2 7
## 2168 0.003076923 0.0000000 1.0 May 3 2 1
## 2169 0.025000000 0.0000000 0.0 May 1 1 2
## 2170 0.005555556 28.3983333 0.0 May 2 2 8
## 2171 0.018750000 0.0000000 0.8 May 2 2 1
## 2172 0.023000000 16.8250500 0.0 May 1 1 1
## 2173 0.200000000 0.0000000 0.6 May 2 2 1
## 2174 0.046203704 0.0000000 0.0 May 3 2 6
## 2175 0.004054054 20.3944865 0.0 May 2 2 3
## 2176 0.200000000 0.0000000 0.0 May 1 1 4
## 2177 0.150000000 0.0000000 0.0 May 2 2 1
## 2178 0.116666667 0.0000000 0.4 May 2 6 1
## 2179 0.028907563 9.6095294 0.6 May 3 2 4
## 2180 0.016666667 0.0000000 0.0 May 3 2 1
## 2181 0.020833333 0.0000000 0.4 May 2 2 2
## 2182 0.013571429 2.6633333 0.0 May 1 1 1
## 2183 0.200000000 0.0000000 0.0 May 3 2 3
## 2184 0.100000000 0.0000000 0.0 May 2 2 6
## 2185 0.056000000 0.0000000 0.4 May 3 2 1
## 2186 0.009228841 0.0000000 0.0 May 1 1 1
## 2187 0.012121212 2.7828864 0.4 May 2 2 4
## 2188 0.095098039 0.0000000 1.0 May 2 2 1
## 2189 0.000826446 59.9880000 0.0 May 1 1 1
## 2190 0.200000000 0.0000000 0.0 May 2 2 1
## 2191 0.043499683 0.0000000 0.0 May 2 2 8
## 2192 0.058730159 0.0000000 0.6 May 2 5 1
## 2193 0.020440917 21.1162963 0.0 May 2 2 8
## 2194 0.004000000 14.7920000 0.0 May 3 2 4
## 2195 0.070833333 0.0000000 0.4 May 2 2 8
## 2196 0.069565217 0.0000000 0.6 May 2 2 1
## 2197 0.050000000 0.0000000 0.6 May 2 10 1
## 2198 0.012500000 0.0000000 0.6 May 2 6 1
## 2199 0.050000000 0.0000000 0.0 May 2 4 1
## 2200 0.050000000 0.0000000 0.0 May 1 1 1
## 2201 0.015030530 4.5082711 0.0 May 2 2 3
## 2202 0.008333333 0.0000000 0.0 May 2 2 1
## 2203 0.007000000 54.9759000 0.0 May 2 2 1
## 2204 0.020887890 10.2122977 0.0 May 2 4 1
## 2205 0.020833333 0.0000000 0.0 May 2 2 3
## 2206 0.050000000 0.0000000 0.4 May 3 2 4
## 2207 0.088271605 0.0000000 0.4 May 2 5 1
## 2208 0.100000000 0.0000000 0.0 May 2 5 2
## 2209 0.023939394 23.0690000 0.0 May 2 2 1
## 2210 0.014481293 2.8467797 1.0 May 1 1 9
## 2211 0.200000000 0.0000000 0.0 May 1 1 7
## 2212 0.020370370 0.0000000 0.8 May 3 2 6
## 2213 0.002439024 0.0000000 1.0 May 2 2 4
## 2214 0.025900901 24.6383784 0.0 May 1 1 9
## 2215 0.010418719 0.0000000 0.0 May 3 2 3
## 2216 0.004761905 17.6965714 1.0 May 1 1 1
## 2217 0.030151515 22.3392000 0.0 May 1 1 3
## 2218 0.038438438 5.1854573 0.0 May 2 2 1
## 2219 0.053333333 0.0000000 0.8 May 7 1 3
## 2220 0.046439700 4.3744013 0.2 May 2 2 8
## 2221 0.028571429 0.0000000 0.4 May 3 3 5
## 2222 0.100000000 0.0000000 0.0 May 1 1 3
## 2223 0.035714286 43.1922857 0.0 May 2 2 3
## 2224 0.031578947 0.0000000 0.6 May 2 2 1
## 2225 0.028333333 0.0000000 0.0 May 2 2 7
## 2226 0.030000000 0.0000000 0.0 May 2 2 2
## 2227 0.100000000 0.0000000 0.0 May 3 2 1
## 2228 0.003440860 0.0000000 0.0 May 3 2 1
## 2229 0.003921569 0.0000000 0.0 May 2 2 2
## 2230 0.200000000 0.0000000 0.4 May 1 8 7
## 2231 0.020000000 0.0000000 0.0 May 1 1 3
## 2232 0.025641026 20.9169231 0.0 May 2 2 1
## 2233 0.066666667 0.0000000 0.2 May 2 5 1
## 2234 0.088888889 0.0000000 0.0 May 3 2 4
## 2235 0.023333333 2.9732143 0.0 May 2 2 3
## 2237 0.200000000 0.0000000 0.0 May 2 2 1
## 2238 0.166666667 0.0000000 0.6 May 1 1 1
## 2239 0.017369338 0.5827500 0.0 May 2 6 1
## 2240 0.021245421 0.0000000 0.0 May 3 2 1
## 2241 0.125000000 0.0000000 1.0 May 2 5 1
## 2242 0.023333333 0.0000000 0.0 May 2 4 3
## 2243 0.036759259 26.5455000 0.0 May 2 4 4
## 2244 0.017167920 18.4698947 0.0 May 3 2 1
## 2245 0.015711501 4.3769158 0.4 May 1 1 4
## 2246 0.039015152 0.0000000 0.0 May 2 5 6
## 2247 0.040000000 0.0000000 0.0 May 2 2 2
## 2248 0.001481481 34.9916667 0.0 May 2 2 5
## 2249 0.030833333 0.0000000 1.0 May 2 2 2
## 2250 0.042424242 19.3818182 0.0 May 2 2 1
## 2251 0.044444444 0.0000000 0.4 May 2 10 9
## 2252 0.075208333 12.4841250 0.4 May 3 2 8
## 2253 0.048333333 0.0000000 0.6 May 4 2 1
## 2254 0.033333333 0.0000000 0.0 May 3 2 4
## 2255 0.009196581 0.0000000 0.0 May 2 2 4
## 2256 0.018007866 4.8739694 0.0 May 3 3 3
## 2257 0.023856765 0.0000000 0.6 May 3 2 1
## 2258 0.014736842 0.0000000 0.0 May 3 2 1
## 2259 0.020512821 32.9460000 0.2 May 2 2 4
## 2260 0.006153846 143.2115385 0.0 May 2 4 3
## 2261 0.016751935 32.6896909 0.0 May 1 1 3
## 2262 0.011111111 0.0000000 0.0 May 1 1 1
## 2263 0.036927442 3.4312103 0.0 May 3 2 1
## 2264 0.200000000 0.0000000 0.0 May 1 1 8
## 2265 0.066666667 0.0000000 0.0 May 2 2 1
## 2266 0.028571429 0.0000000 0.0 May 1 1 3
## 2267 0.050000000 0.0000000 0.0 May 3 2 1
## 2268 0.002941176 13.0732941 0.0 May 2 2 6
## 2269 0.168750000 0.0000000 0.6 May 3 2 1
## 2270 0.014219114 0.0000000 0.0 May 3 2 9
## 2271 0.012500000 0.0000000 0.0 May 3 2 4
## 2272 0.013333333 33.9612000 0.0 May 3 2 1
## 2273 0.200000000 0.0000000 0.0 May 1 1 1
## 2274 0.017647059 0.0000000 0.0 May 3 2 4
## 2275 0.023529412 51.1172255 0.0 May 2 2 1
## 2276 0.029027611 0.0000000 0.0 May 1 1 1
## 2277 0.200000000 0.0000000 0.6 May 3 2 8
## 2278 0.026472431 4.2542500 0.0 May 2 2 5
## 2279 0.007407407 44.4773333 0.0 May 1 1 1
## 2280 0.038095238 0.0000000 0.0 May 2 2 3
## 2281 0.030666667 0.0000000 0.0 May 3 2 3
## 2282 0.010344828 25.9033103 0.0 May 4 2 1
## 2283 0.200000000 0.0000000 0.0 May 1 1 6
## 2284 0.200000000 0.0000000 0.6 May 3 2 6
## 2285 0.014387171 1.7221649 0.0 May 2 4 1
## 2286 0.173809524 0.0000000 0.6 May 3 2 6
## 2287 0.066781609 0.0000000 0.0 May 3 2 2
## 2288 0.073333333 0.0000000 0.0 May 2 5 1
## 2289 0.023809524 0.0000000 0.0 May 3 2 1
## 2290 0.035271318 0.0000000 0.6 May 2 2 1
## 2291 0.014160401 16.0486071 0.0 May 3 2 3
## 2292 0.025000000 0.0000000 0.0 May 3 2 1
## 2293 0.014873664 21.0248163 0.2 May 3 2 4
## 2294 0.200000000 0.0000000 0.4 May 3 2 1
## 2295 0.027450980 0.0000000 0.8 May 1 1 3
## 2296 0.100000000 0.0000000 0.0 May 1 1 8
## 2297 0.017829457 7.5293023 0.0 May 2 2 1
## 2298 0.044827586 0.0000000 0.4 May 2 2 1
## 2299 0.050000000 0.0000000 0.6 May 2 2 6
## 2300 0.066666667 0.0000000 0.0 May 2 2 9
## 2301 0.011240310 35.2339845 0.0 May 2 2 4
## 2302 0.029444444 6.1650000 0.8 May 2 2 2
## 2303 0.075238095 0.0000000 0.8 May 2 5 4
## 2304 0.016666667 0.0000000 0.0 May 1 1 5
## 2305 0.007500000 31.1904000 0.6 May 2 2 1
## 2306 0.026315789 0.0000000 0.0 May 2 4 1
## 2307 0.027333333 0.0000000 0.0 May 3 2 2
## 2308 0.006060606 0.0000000 0.0 May 2 2 6
## 2309 0.015384615 0.0000000 0.0 May 2 6 6
## 2310 0.015262515 18.9926923 0.0 May 2 2 1
## 2311 0.059803922 0.0000000 0.8 May 3 2 3
## 2312 0.025357143 0.0000000 0.0 May 2 2 3
## 2313 0.019090804 9.4172721 0.0 May 3 2 4
## 2314 0.028759666 0.0000000 0.0 May 3 2 1
## 2315 0.100000000 0.0000000 0.0 May 2 2 1
## 2316 0.025000000 0.0000000 0.0 May 2 2 7
## 2317 0.021428571 0.0000000 1.0 May 2 4 4
## 2318 0.080000000 0.0000000 0.0 May 1 1 1
## 2319 0.055331772 4.1632596 0.2 May 3 2 4
## 2320 0.003921569 12.6344118 0.0 May 2 4 1
## 2321 0.014367816 0.0000000 0.0 May 4 2 1
## 2322 0.200000000 0.0000000 0.0 May 3 2 8
## 2323 0.021875000 0.0000000 0.0 May 2 2 2
## 2324 0.200000000 0.0000000 0.8 May 3 2 2
## 2325 0.122222222 0.0000000 0.2 May 1 1 4
## 2326 0.200000000 0.0000000 0.0 May 1 1 1
## 2327 0.109090909 0.0000000 0.8 May 2 2 1
## 2328 0.040000000 0.0000000 0.0 May 2 2 1
## 2329 0.027450980 0.0000000 0.2 May 1 1 1
## 2330 0.005128205 0.0000000 1.0 May 3 2 5
## 2331 0.011111111 0.0000000 0.0 May 2 4 3
## 2332 0.133333333 0.0000000 0.0 May 2 2 1
## 2333 0.200000000 0.0000000 0.0 May 3 2 6
## 2334 0.200000000 0.0000000 1.0 May 1 1 4
## 2335 0.100000000 0.0000000 0.0 May 1 2 1
## 2336 0.025596405 8.0115534 0.4 May 2 2 1
## 2337 0.013333333 0.0000000 0.0 May 2 2 1
## 2338 0.008695652 0.0000000 0.0 May 4 1 1
## 2339 0.026231884 4.2426884 0.0 May 1 1 3
## 2340 0.150000000 0.0000000 0.4 May 2 2 1
## 2341 0.048125000 22.6298958 0.4 May 2 2 2
## 2342 0.020000000 0.0000000 0.0 May 2 2 5
## 2343 0.007407407 0.0000000 0.0 May 3 2 3
## 2344 0.200000000 0.0000000 0.0 May 3 2 3
## 2345 0.013333333 0.0000000 0.0 May 3 2 3
## 2346 0.100000000 0.0000000 0.0 May 2 2 1
## 2347 0.027272727 0.0000000 0.4 May 1 1 5
## 2348 0.008333333 0.0000000 0.0 May 4 2 1
## 2349 0.014705882 0.0000000 0.0 May 3 2 6
## 2350 0.016666667 0.0000000 0.6 May 1 1 3
## 2351 0.056666667 0.0000000 0.6 May 1 1 1
## 2352 0.155555556 0.0000000 0.4 May 2 4 1
## 2353 0.200000000 0.0000000 0.6 May 3 2 1
## 2354 0.022666667 0.0000000 0.4 May 2 2 1
## 2355 0.050000000 0.0000000 0.0 May 2 2 2
## 2356 0.048148148 0.0000000 0.0 May 2 4 3
## 2357 0.200000000 0.0000000 0.0 May 4 1 1
## 2358 0.033333333 0.0000000 0.0 May 2 6 4
## 2359 0.100000000 0.0000000 0.0 May 3 2 3
## 2360 0.025000000 32.7993750 0.0 May 2 4 6
## 2361 0.021212121 23.6051892 0.2 May 2 2 8
## 2362 0.012937063 0.0000000 0.0 May 1 2 1
## 2363 0.018750000 0.0000000 0.0 May 2 2 1
## 2364 0.200000000 0.0000000 0.4 May 1 1 3
## 2365 0.040000000 0.0000000 0.0 May 3 2 8
## 2366 0.033333333 0.0000000 0.2 May 2 2 7
## 2367 0.014285714 0.0000000 0.0 May 2 2 3
## 2368 0.007692308 0.0000000 0.0 May 1 1 4
## 2369 0.016666667 0.0000000 0.0 May 2 2 2
## 2370 0.010111111 0.0000000 0.0 May 2 5 2
## 2371 0.017195767 0.0000000 0.0 May 3 2 8
## 2372 0.010476190 19.7813512 0.4 May 2 2 2
## 2373 0.055119048 0.0000000 0.0 May 2 2 1
## 2374 0.018181818 0.0000000 0.0 May 2 2 2
## 2375 0.020634921 0.0000000 0.4 May 3 2 1
## 2376 0.010000000 0.0000000 0.4 May 2 2 1
## 2377 0.023404255 0.0000000 0.0 May 2 2 4
## 2378 0.173333333 0.0000000 0.4 May 1 1 1
## 2379 0.024814815 0.0000000 0.6 May 1 1 8
## 2380 0.013333333 0.0000000 0.0 May 3 2 8
## 2381 0.200000000 0.0000000 1.0 May 1 1 3
## 2382 0.077777778 0.0000000 0.0 May 1 1 1
## 2383 0.054666667 0.0000000 0.8 May 2 2 1
## 2384 0.020277778 0.0000000 0.8 May 2 10 1
## 2385 0.020580808 6.2210455 0.6 May 2 2 2
## 2386 0.035507246 0.0000000 0.8 May 2 2 7
## 2387 0.041666667 0.0000000 0.2 May 2 2 2
## 2388 0.023003663 2.7412000 0.0 May 2 4 2
## 2389 0.003553372 0.0000000 0.0 May 2 2 3
## 2390 0.009652076 2.2084944 0.0 May 2 2 1
## 2391 0.035000000 0.0000000 0.0 May 2 2 1
## 2392 0.012500000 0.0000000 0.0 May 2 4 4
## 2393 0.066666667 65.9880000 0.0 May 2 2 1
## 2394 0.200000000 0.0000000 0.8 May 2 2 4
## 2395 0.024000000 0.0000000 0.0 May 2 6 2
## 2396 0.016666667 5.4945000 0.0 May 1 8 2
## 2397 0.019583333 0.0000000 0.0 May 4 1 1
## 2398 0.015000000 7.6686395 0.0 May 2 2 3
## 2399 0.051960784 0.0000000 1.0 May 3 2 4
## 2400 0.034671498 13.6615882 1.0 May 2 10 2
## 2401 0.023447941 0.0000000 0.0 May 3 2 5
## 2402 0.016666667 0.0000000 0.0 May 3 2 4
## 2403 0.042857143 0.0000000 0.4 May 2 2 1
## 2404 0.065517241 0.0000000 0.2 May 2 7 3
## 2405 0.066666667 0.0000000 0.6 May 2 2 1
## 2406 0.020000000 0.0000000 1.0 May 1 1 1
## 2407 0.058370370 0.0000000 1.0 May 3 2 7
## 2408 0.036298293 0.0000000 1.0 May 2 2 7
## 2409 0.006061121 0.0000000 0.6 May 2 2 5
## 2410 0.022222222 0.0000000 0.0 May 3 2 6
## 2411 0.031818182 0.0000000 0.0 May 2 4 4
## 2412 0.019541890 8.9799346 0.8 May 1 1 4
## 2413 0.018181818 86.3880000 0.0 May 2 2 6
## 2414 0.044444444 0.0000000 0.8 May 2 4 9
## 2415 0.011083789 4.9477663 0.8 May 6 2 2
## 2416 0.050212934 2.5790649 0.0 May 3 2 2
## 2417 0.200000000 0.0000000 0.0 May 1 1 1
## 2418 0.051219512 0.0000000 0.2 May 2 10 7
## 2419 0.200000000 0.0000000 0.4 May 2 2 1
## 2420 0.049122807 22.3293474 0.0 May 2 2 1
## 2421 0.200000000 0.0000000 0.0 May 3 2 3
## 2422 0.019189510 0.0000000 0.0 May 1 1 5
## 2423 0.045000000 0.0000000 0.8 May 4 1 3
## 2424 0.200000000 0.0000000 0.0 May 2 2 2
## 2425 0.044444444 0.0000000 0.2 May 3 2 2
## 2426 0.050000000 0.0000000 0.4 May 2 2 6
## 2427 0.012500000 33.6501000 0.0 May 2 2 3
## 2428 0.073333333 0.0000000 0.0 May 2 2 7
## 2429 0.016111111 2.5684548 0.0 May 2 2 2
## 2430 0.040000000 0.0000000 0.0 May 2 2 6
## 2431 0.133333333 0.0000000 0.0 May 1 1 1
## 2432 0.100000000 0.0000000 0.8 May 2 2 1
## 2433 0.075000000 0.0000000 0.8 May 2 2 6
## 2434 0.200000000 0.0000000 0.0 May 2 2 4
## 2435 0.070588235 0.0000000 0.0 May 3 2 1
## 2436 0.200000000 0.0000000 0.8 May 3 2 2
## 2437 0.018750000 0.0000000 0.0 May 2 2 2
## 2438 0.100000000 0.0000000 0.0 May 3 2 3
## 2439 0.133333333 0.0000000 0.6 May 2 2 8
## 2440 0.007407407 0.0000000 0.0 May 4 2 2
## 2441 0.028000000 18.5614800 0.0 May 2 5 3
## 2442 0.035515873 6.3107407 0.4 May 2 2 1
## 2443 0.038888889 0.0000000 0.4 May 1 1 3
## 2444 0.022222222 0.0000000 0.0 May 1 1 2
## 2445 0.014285714 0.0000000 0.0 May 4 2 9
## 2446 0.010526316 0.0000000 0.6 May 3 2 3
## 2447 0.025806452 0.0000000 0.0 May 2 4 5
## 2448 0.133333333 0.0000000 1.0 May 1 1 2
## 2449 0.002597403 0.0000000 0.0 May 1 1 5
## 2450 0.075000000 0.0000000 0.0 May 1 1 3
## 2451 0.140000000 0.0000000 0.0 May 3 2 2
## 2452 0.011877551 5.7890286 0.0 May 1 1 9
## 2453 0.022857143 0.0000000 0.6 May 4 1 1
## 2454 0.040211640 0.0000000 1.0 May 1 1 1
## 2455 0.025000000 0.0000000 0.0 May 1 8 2
## 2456 0.007142857 0.0000000 0.0 May 2 2 4
## 2457 0.200000000 0.0000000 0.6 May 1 1 7
## 2458 0.013305319 0.5133860 0.6 May 1 1 3
## 2459 0.075000000 0.0000000 0.6 May 3 2 1
## 2460 0.041666667 0.0000000 0.0 May 1 8 3
## 2461 0.034615385 0.0000000 0.2 May 2 2 3
## 2462 0.016494134 0.0000000 0.0 May 2 2 1
## 2463 0.088888889 0.0000000 0.4 May 2 5 1
## 2464 0.038461538 0.0000000 0.0 May 2 2 7
## 2465 0.015248796 42.8662809 0.0 May 2 4 3
## 2466 0.011764706 0.0000000 0.0 May 2 2 1
## 2467 0.015384615 71.4880000 0.0 May 2 5 2
## 2468 0.080000000 0.0000000 0.6 May 3 2 2
## 2469 0.016993464 53.9880000 0.0 May 2 2 2
## 2470 0.003389831 0.0000000 0.6 May 1 8 1
## 2471 0.072727273 0.0000000 0.6 May 2 2 4
## 2472 0.002857143 0.0000000 0.6 May 2 2 1
## 2473 0.024900794 0.0000000 0.0 May 3 3 1
## 2474 0.021194084 10.1722500 0.0 May 3 2 4
## 2475 0.070000000 0.0000000 0.6 May 2 2 6
## 2476 0.021354167 0.0000000 0.4 May 2 2 3
## 2477 0.008227848 41.9251899 0.0 May 1 1 3
## 2478 0.120000000 0.0000000 0.6 May 1 1 1
## 2479 0.009523810 0.0000000 0.0 May 3 2 1
## 2480 0.150000000 0.0000000 0.6 May 1 1 5
## 2481 0.040277778 0.0000000 0.0 May 1 1 1
## 2482 0.040000000 0.0000000 0.0 May 1 1 1
## 2483 0.018181818 49.6254546 0.0 May 2 4 5
## 2484 0.011904762 0.0000000 0.0 May 2 2 1
## 2485 0.004166667 0.0000000 0.0 May 2 2 4
## 2486 0.050000000 0.0000000 0.0 May 1 1 1
## 2487 0.012821256 8.5691342 0.0 May 4 2 6
## 2488 0.053431373 0.0000000 0.6 May 2 4 7
## 2489 0.050000000 0.0000000 0.0 May 2 4 3
## 2490 0.022857143 0.0000000 0.0 May 3 2 7
## 2491 0.045217391 0.0000000 0.0 May 2 2 4
## 2492 0.051818182 0.0000000 0.0 May 1 1 3
## 2493 0.160000000 0.0000000 0.4 May 3 2 4
## 2494 0.024242424 0.0000000 0.2 May 1 1 8
## 2495 0.035648148 0.0000000 0.4 May 2 2 3
## 2496 0.050000000 0.0000000 0.0 May 1 1 1
## 2497 0.033333333 0.0000000 0.0 May 2 2 4
## 2498 0.006250000 28.7940000 0.0 May 3 2 1
## 2499 0.080000000 0.0000000 0.0 May 2 2 2
## 2500 0.052631579 0.0000000 0.4 May 2 2 6
## 2501 0.006250000 0.0000000 1.0 May 1 1 3
## 2502 0.006250000 0.0000000 0.0 May 3 2 1
## 2503 0.068571429 0.0000000 0.0 May 1 2 1
## 2504 0.026666667 0.0000000 0.0 May 2 2 5
## 2505 0.059420290 0.0000000 0.2 May 2 2 1
## 2506 0.016601512 0.0000000 0.6 May 3 2 2
## 2507 0.057142857 0.0000000 0.6 May 3 2 1
## 2508 0.017105263 0.0000000 0.0 May 1 1 1
## 2509 0.056349206 0.0000000 0.0 May 3 2 4
## 2510 0.021250000 0.0000000 0.0 May 2 2 7
## 2511 0.025000000 0.0000000 0.0 May 2 2 1
## 2512 0.043518519 0.0000000 0.8 May 2 2 1
## 2513 0.014967916 3.0607660 0.0 May 2 10 4
## 2514 0.200000000 0.0000000 0.0 May 1 1 1
## 2515 0.004545455 0.0000000 0.0 May 2 2 7
## 2516 0.035714286 0.0000000 1.0 May 1 1 2
## 2517 0.028571429 0.0000000 0.0 May 1 1 3
## 2518 0.096000000 0.0000000 0.0 May 2 10 3
## 2519 0.200000000 0.0000000 0.0 May 3 2 4
## 2520 0.050000000 0.0000000 0.2 May 2 2 3
## 2521 0.200000000 0.0000000 0.0 May 3 2 3
## 2522 0.125641026 0.0000000 0.6 May 3 2 1
## 2523 0.017192982 0.0000000 0.8 May 3 2 1
## 2524 0.111111111 0.0000000 0.0 May 3 5 1
## 2525 0.026893939 0.0000000 0.8 May 2 2 1
## 2526 0.010776613 7.1527505 0.8 May 2 5 2
## 2527 0.042965368 0.0000000 0.8 May 3 3 2
## 2528 0.100000000 0.0000000 0.0 May 2 2 2
## 2529 0.200000000 0.0000000 0.0 May 1 1 3
## 2530 0.019047619 7.7349031 0.0 May 2 2 6
## 2531 0.026000000 0.0000000 0.0 May 1 1 2
## 2532 0.026923077 0.0000000 0.6 May 3 2 1
## 2533 0.051754386 0.0000000 0.0 May 2 2 4
## 2534 0.200000000 0.0000000 0.4 May 1 1 1
## 2535 0.056052632 0.0000000 1.0 May 2 2 4
## 2536 0.024531190 0.0000000 0.4 May 2 2 6
## 2537 0.157142857 0.0000000 0.6 May 3 2 3
## 2538 0.006277056 4.5043818 0.0 May 3 2 4
## 2539 0.021069182 0.0000000 0.0 May 1 1 3
## 2540 0.011764706 15.0848824 0.0 May 2 2 3
## 2541 0.200000000 0.0000000 0.2 May 3 2 1
## 2542 0.025933333 0.0000000 0.8 May 2 2 3
## 2543 0.028214286 31.1781250 0.0 May 4 2 1
## 2544 0.020833333 0.0000000 0.0 May 2 4 7
## 2545 0.126666667 0.0000000 0.0 May 3 2 4
## 2546 0.020512821 0.0000000 0.0 May 2 2 4
## 2547 0.033333333 0.0000000 0.0 May 3 2 4
## 2548 0.025789474 0.0000000 0.2 May 1 1 4
## 2549 0.037593985 0.0000000 0.4 May 2 2 3
## 2550 0.200000000 0.0000000 0.8 May 2 2 1
## 2551 0.031060606 0.0000000 0.2 May 2 2 5
## 2552 0.100000000 0.0000000 0.0 May 3 2 1
## 2553 0.043137255 0.0000000 0.0 May 2 2 1
## 2554 0.012500000 23.5543750 0.0 May 2 2 1
## 2555 0.200000000 0.0000000 0.0 May 2 2 4
## 2556 0.011428571 0.0000000 0.0 May 2 2 1
## 2557 0.016666667 0.0000000 0.8 May 1 1 6
## 2558 0.021212121 29.7741818 0.0 May 2 4 4
## 2559 0.021296296 0.0000000 0.0 May 3 2 4
## 2560 0.044423559 0.0000000 0.4 May 3 2 1
## 2561 0.027963219 0.0000000 0.0 May 2 2 1
## 2562 0.023761905 0.0000000 0.0 May 1 1 1
## 2563 0.200000000 0.0000000 0.0 May 2 2 1
## 2564 0.050000000 0.0000000 0.4 May 2 2 3
## 2565 0.012414872 0.6731276 0.8 May 2 2 5
## 2566 0.106666667 0.0000000 0.8 May 3 2 8
## 2567 0.023076923 0.0000000 0.0 May 2 4 7
## 2568 0.079166667 0.0000000 0.6 May 3 2 1
## 2569 0.011288515 2.2735988 0.0 May 2 2 1
## 2570 0.162500000 0.0000000 0.0 May 2 2 4
## 2571 0.066666667 0.0000000 0.0 May 2 4 1
## 2572 0.022222222 0.0000000 0.0 May 2 5 1
## 2573 0.100000000 0.0000000 0.0 May 1 1 1
## 2574 0.100000000 0.0000000 0.0 May 1 1 4
## 2575 0.040000000 57.5840000 0.0 May 2 2 1
## 2576 0.002197802 0.0000000 0.0 May 2 2 8
## 2577 0.133333333 0.0000000 0.0 May 1 1 3
## 2578 0.025000000 0.0000000 0.0 May 2 2 2
## 2579 0.028571429 0.0000000 0.0 May 1 1 7
## 2580 0.007142857 34.3485714 0.0 May 2 2 7
## 2581 0.017708333 18.3706250 0.0 May 1 1 1
## 2582 0.032912458 5.9760606 0.4 May 2 2 4
## 2583 0.040229885 0.0000000 0.0 May 3 2 1
## 2584 0.022222222 29.3155556 0.0 May 2 2 1
## 2585 0.025194363 15.1520571 0.2 May 2 2 7
## 2586 0.031481481 0.0000000 0.8 May 1 1 1
## 2587 0.030769231 0.0000000 0.0 May 2 4 2
## 2588 0.019819820 14.3312432 0.0 May 2 2 2
## 2589 0.033333333 0.0000000 0.0 May 2 10 2
## 2590 0.012500000 146.2387500 0.0 May 2 2 5
## 2591 0.014896228 2.8739547 0.0 May 2 2 1
## 2592 0.014285714 0.0000000 0.0 May 2 10 3
## 2593 0.100000000 0.0000000 0.0 May 2 4 5
## 2594 0.150000000 0.0000000 0.6 May 2 4 3
## 2595 0.034444444 0.0000000 0.8 May 1 1 1
## 2596 0.074369748 0.0000000 0.0 May 2 2 8
## 2597 0.111111111 0.0000000 0.0 May 3 2 1
## 2598 0.077777778 0.0000000 0.0 May 2 2 4
## 2599 0.002777778 39.9777778 0.0 May 1 1 1
## 2600 0.047477294 2.6134529 0.0 May 2 2 6
## 2601 0.048611111 0.0000000 0.0 May 2 2 3
## 2602 0.014035088 0.0000000 0.0 May 3 2 3
## 2603 0.012345679 54.3310370 0.0 May 2 5 2
## 2604 0.021754386 0.0000000 1.0 May 1 1 3
## 2605 0.008695652 101.3721739 0.0 May 1 1 1
## 2606 0.038888889 0.0000000 0.2 May 3 2 3
## 2607 0.041498896 0.0000000 0.6 May 1 1 3
## 2608 0.022727273 0.0000000 0.6 May 3 2 7
## 2609 0.013015873 0.0000000 0.0 May 1 1 1
## 2610 0.051785714 0.0000000 0.0 May 2 2 1
## 2611 0.066666667 0.0000000 0.0 May 2 2 2
## 2612 0.050000000 0.0000000 0.6 May 2 2 3
## 2613 0.020804598 0.0000000 1.0 May 1 1 3
## 2614 0.010000000 0.0000000 0.0 May 2 2 9
## 2615 0.022222222 33.1960000 0.0 May 2 2 1
## 2616 0.200000000 0.0000000 0.0 May 2 2 3
## 2617 0.013461538 0.0000000 0.0 May 1 2 4
## 2618 0.003273810 0.0000000 0.0 May 1 2 2
## 2619 0.019553530 20.7911594 0.0 May 2 2 4
## 2620 0.200000000 0.0000000 0.0 May 2 2 7
## 2621 0.014285714 0.0000000 0.6 May 2 2 1
## 2623 0.032558140 0.0000000 0.6 May 2 5 1
## 2624 0.007428571 9.5117143 0.0 May 3 2 2
## 2625 0.011111111 0.0000000 0.8 May 4 1 1
## 2626 0.020000000 0.0000000 0.0 May 3 2 6
## 2627 0.010939177 33.3335814 0.0 May 2 4 1
## 2628 0.040800000 0.0000000 0.8 May 2 2 3
## 2629 0.037037037 0.0000000 0.0 May 2 2 2
## 2630 0.031250000 0.0000000 0.0 May 3 2 6
## 2631 0.007692308 0.0000000 0.0 May 2 2 9
## 2632 0.045267490 0.0000000 0.2 May 3 2 1
## 2633 0.010526316 0.0000000 0.0 May 2 2 5
## 2634 0.012253894 19.1341528 0.8 May 3 2 4
## 2635 0.014285714 0.0000000 0.0 May 2 2 6
## 2636 0.100000000 0.0000000 0.0 May 3 2 1
## 2637 0.050000000 0.0000000 0.0 May 2 5 6
## 2638 0.008451124 7.6104311 0.0 May 2 2 1
## 2639 0.166666667 0.0000000 0.6 May 2 4 1
## 2640 0.016666667 0.0000000 0.0 May 2 2 3
## 2641 0.075000000 0.0000000 1.0 May 1 1 1
## 2642 0.150000000 0.0000000 0.0 May 3 2 1
## 2643 0.041269841 0.0000000 0.8 May 2 10 7
## 2644 0.025000000 0.0000000 0.0 May 2 2 1
## 2645 0.066666667 0.0000000 1.0 May 2 2 7
## 2646 0.036793698 0.0000000 0.8 May 2 2 1
## 2647 0.012500000 0.0000000 0.0 May 4 1 1
## 2648 0.050933333 0.0000000 0.0 May 1 1 2
## 2649 0.019191919 0.0000000 0.0 May 2 2 1
## 2650 0.029430894 0.0000000 0.6 May 2 2 7
## 2651 0.018387097 2.0508145 0.0 May 1 1 6
## 2652 0.033333333 0.0000000 0.0 May 3 2 1
## 2653 0.027272727 0.0000000 0.6 May 1 1 1
## 2654 0.030158730 5.9971429 1.0 May 2 2 4
## 2655 0.200000000 0.0000000 0.8 May 3 2 1
## 2656 0.045454545 0.0000000 0.0 May 2 2 3
## 2657 0.082692308 0.0000000 0.6 May 1 6 1
## 2658 0.133333333 0.0000000 1.0 May 1 1 1
## 2659 0.009574468 0.0000000 0.0 May 2 4 6
## 2660 0.010784314 215.0094118 0.0 May 3 2 4
## 2661 0.007692308 0.0000000 0.0 May 1 2 6
## 2662 0.050000000 0.0000000 0.6 May 1 2 2
## 2663 0.017016807 5.2207059 0.0 May 3 2 2
## 2664 0.032020784 15.0047619 0.0 May 1 2 2
## 2665 0.015897436 0.0000000 0.0 May 2 2 3
## 2666 0.050000000 0.0000000 0.0 May 4 2 1
## 2667 0.015888889 4.2302122 0.0 May 2 2 2
## 2668 0.100000000 0.0000000 0.0 May 3 2 8
## 2669 0.008161036 11.8023365 0.0 May 1 1 1
## 2670 0.019230769 4.7095000 1.0 May 2 2 9
## 2671 0.100000000 0.0000000 0.0 May 2 2 1
## 2672 0.020512821 0.0000000 0.0 May 1 2 8
## 2673 0.022222222 0.0000000 0.0 May 3 2 1
## 2674 0.008000000 0.0000000 0.0 May 1 1 1
## 2675 0.025000000 0.0000000 0.0 May 2 2 3
## 2676 0.016000000 0.0000000 0.0 May 2 2 1
## 2677 0.200000000 0.0000000 0.0 May 2 2 3
## 2678 0.040476190 0.0000000 0.0 May 2 2 1
## 2679 0.024444444 0.0000000 0.0 May 2 2 7
## 2680 0.092753623 0.0000000 0.6 May 3 2 2
## 2681 0.200000000 0.0000000 0.0 May 6 2 3
## 2682 0.175000000 0.0000000 0.4 May 2 2 1
## 2683 0.083333333 0.0000000 0.0 May 2 4 3
## 2684 0.200000000 0.0000000 0.0 May 3 2 3
## 2685 0.028828829 9.9229730 0.6 May 2 6 2
## 2686 0.166666667 0.0000000 0.0 May 2 2 3
## 2687 0.200000000 0.0000000 0.0 May 3 2 3
## 2688 0.015384615 44.2966154 0.0 May 1 1 1
## 2689 0.200000000 0.0000000 0.0 May 3 2 4
## 2690 0.078269231 0.0000000 0.0 May 2 2 2
## 2691 0.028421053 0.0000000 0.0 May 2 2 1
## 2692 0.044444444 0.0000000 0.2 May 3 2 3
## 2693 0.028571429 0.0000000 0.0 May 2 2 9
## 2694 0.008000000 0.0000000 0.0 May 2 2 1
## 2695 0.022727273 0.0000000 0.6 May 3 7 3
## 2696 0.025000000 0.0000000 0.2 May 3 2 1
## 2697 0.026819923 0.0000000 0.8 May 2 2 2
## 2698 0.033333333 0.0000000 0.0 May 2 2 6
## 2699 0.020429089 0.0000000 0.0 May 3 2 1
## 2700 0.042424242 0.0000000 0.0 May 2 2 8
## 2701 0.028571429 0.0000000 0.0 May 2 2 2
## 2702 0.100000000 0.0000000 0.8 May 2 2 1
## 2703 0.160000000 0.0000000 0.6 May 3 2 1
## 2704 0.017471264 3.0990000 0.6 May 2 2 2
## 2705 0.200000000 0.0000000 0.0 May 1 1 5
## 2706 0.066666667 0.0000000 0.0 May 2 2 6
## 2707 0.020000000 0.0000000 1.0 May 1 1 1
## 2708 0.200000000 0.0000000 0.0 May 2 4 9
## 2709 0.004444444 32.1421333 0.6 May 3 2 2
## 2710 0.072115385 0.0000000 0.8 May 2 2 1
## 2711 0.016666667 4.9872375 0.0 May 2 2 1
## 2712 0.016049383 0.0000000 0.0 May 1 1 1
## 2713 0.200000000 0.0000000 0.8 May 2 2 3
## 2714 0.038562092 0.0000000 0.2 May 3 2 1
## 2715 0.093333333 0.0000000 0.6 May 1 1 1
## 2716 0.064880952 0.0000000 0.0 May 2 2 6
## 2717 0.025750000 0.0000000 0.4 May 2 2 1
## 2718 0.030000000 19.4281000 0.0 May 2 2 1
## 2719 0.014285714 0.0000000 0.0 May 2 2 1
## 2720 0.069696970 0.0000000 0.0 May 2 2 2
## 2721 0.009523810 0.0000000 0.0 May 2 10 3
## 2722 0.027777778 19.5953333 0.0 May 4 1 2
## 2723 0.024137931 0.0000000 0.8 May 2 2 7
## 2724 0.100000000 0.0000000 0.0 May 2 6 7
## 2725 0.073412698 0.0000000 0.0 May 2 2 6
## 2726 0.008587569 2.0877827 0.0 May 3 2 7
## 2727 0.043950617 3.9191270 0.0 May 1 1 7
## 2728 0.052941176 0.0000000 0.8 May 2 7 9
## 2729 0.057142857 0.0000000 0.8 May 2 2 3
## 2730 0.020000000 0.0000000 0.6 May 2 2 3
## 2731 0.020689655 0.0000000 0.0 May 2 2 5
## 2732 0.016086957 7.8689502 0.0 May 2 2 2
## 2733 0.035374150 0.0000000 0.0 May 2 5 7
## 2734 0.093859649 0.0000000 0.0 May 3 2 6
## 2735 0.150000000 0.0000000 0.8 May 2 2 4
## 2736 0.007993197 0.0000000 0.0 May 1 1 3
## 2737 0.100000000 0.0000000 0.8 May 2 2 1
## 2738 0.014285714 0.0000000 0.8 May 2 2 3
## 2739 0.009090909 0.0000000 0.0 May 1 1 3
## 2741 0.003571429 0.0000000 0.0 May 3 2 1
## 2742 0.011904762 12.5588571 0.0 May 2 2 1
## 2743 0.080000000 0.0000000 0.4 May 2 2 1
## 2744 0.200000000 0.0000000 0.0 May 1 1 3
## 2745 0.018407960 0.0000000 0.8 May 2 2 6
## 2746 0.059814815 33.4405556 0.0 May 2 2 7
## 2747 0.020897436 9.0273208 0.0 May 2 7 4
## 2748 0.040000000 0.0000000 0.0 May 2 2 5
## 2749 0.144444444 0.0000000 1.0 May 3 2 7
## 2750 0.029597244 0.0000000 0.0 May 3 2 4
## 2751 0.001190476 0.0000000 0.0 May 2 2 1
## 2752 0.200000000 0.0000000 0.0 May 1 1 2
## 2753 0.072916667 0.0000000 0.0 May 1 1 1
## 2754 0.043002538 0.0000000 0.0 May 2 2 4
## 2755 0.057142857 0.0000000 0.0 May 4 1 1
## 2756 0.009523810 71.9440000 0.0 May 4 1 2
## 2757 0.160000000 0.0000000 0.0 May 1 1 4
## 2758 0.039201413 12.0746889 0.0 May 1 1 3
## 2759 0.010434783 0.0000000 0.6 May 4 2 1
## 2760 0.031768707 9.0018571 0.4 May 1 1 3
## 2761 0.058974359 0.0000000 0.2 May 2 2 1
## 2762 0.200000000 0.0000000 0.8 May 3 2 1
## 2763 0.087500000 0.0000000 0.6 May 4 2 1
## 2764 0.057142857 0.0000000 0.0 May 2 2 4
## 2765 0.026470588 0.0000000 0.4 May 2 2 3
## 2766 0.018042396 13.4029826 0.0 May 3 2 6
## 2767 0.033684211 0.0000000 0.0 May 3 2 1
## 2768 0.039269841 14.9643200 0.0 May 1 8 4
## 2769 0.200000000 0.0000000 1.0 May 4 1 2
## 2770 0.006666667 31.4078400 0.0 May 2 2 3
## 2771 0.025000000 0.0000000 0.0 May 2 2 1
## 2772 0.021428571 0.0000000 0.0 May 1 1 1
## 2773 0.033333333 0.0000000 0.8 May 2 4 1
## 2774 0.041869919 0.0000000 1.0 May 2 2 1
## 2775 0.030933333 0.0000000 0.0 May 1 1 1
## 2776 0.056140351 0.0000000 0.0 May 2 5 1
## 2777 0.007753623 7.3453217 0.0 May 1 1 2
## 2778 0.023076923 0.0000000 0.0 May 2 2 4
## 2779 0.150000000 0.0000000 0.0 May 2 2 6
## 2780 0.004273504 47.9312821 0.0 May 3 2 3
## 2781 0.038461538 0.0000000 0.6 May 2 2 1
## 2782 0.057142857 0.0000000 0.8 May 2 2 3
## 2783 0.011458333 30.2693750 0.0 May 2 2 4
## 2784 0.017261905 4.7442063 0.0 May 3 2 8
## 2785 0.020000000 34.4925000 0.8 May 3 2 8
## 2786 0.036666667 10.4445000 0.0 May 2 5 5
## 2787 0.016190476 0.0000000 0.0 May 3 2 2
## 2788 0.016666667 0.0000000 0.0 May 4 1 3
## 2789 0.063636364 0.0000000 0.4 May 2 2 2
## 2790 0.016783217 55.2364615 0.0 May 1 1 3
## 2791 0.043560606 0.0000000 0.0 May 2 2 1
## 2792 0.035000000 20.3940000 0.0 May 2 2 7
## 2793 0.052722840 0.0000000 0.2 May 1 1 1
## 2794 0.200000000 0.0000000 0.0 May 2 6 1
## 2795 0.033333333 64.7880000 0.0 May 2 2 1
## 2796 0.025000000 0.0000000 0.0 May 2 2 9
## 2797 0.200000000 0.0000000 0.0 May 1 1 3
## 2798 0.160000000 0.0000000 0.8 May 2 5 2
## 2799 0.129761905 0.0000000 0.8 May 3 2 1
## 2800 0.071428571 0.0000000 0.4 May 2 5 1
## 2801 0.120000000 0.0000000 0.0 May 3 2 1
## 2802 0.006666667 29.8480000 0.0 May 2 4 1
## 2803 0.020000000 0.0000000 0.0 May 1 1 6
## 2804 0.021428571 0.0000000 0.0 May 2 2 8
## 2805 0.040555556 0.0000000 0.4 May 2 2 1
## 2806 0.042857143 0.0000000 0.0 May 1 1 3
## 2807 0.011111111 0.0000000 0.0 May 2 2 2
## 2808 0.100000000 0.0000000 0.0 May 2 2 1
## 2809 0.033333333 0.0000000 0.6 May 2 2 4
## 2810 0.100000000 0.0000000 0.8 May 2 2 1
## 2811 0.004651163 28.5315349 0.6 May 2 2 4
## 2812 0.046491228 0.0000000 0.4 May 2 5 3
## 2813 0.177777778 0.0000000 0.0 May 3 2 2
## 2814 0.017435897 18.9956154 0.4 May 3 2 1
## 2815 0.133333333 0.0000000 0.8 May 2 2 7
## 2816 0.106666667 0.0000000 0.4 May 2 5 1
## 2817 0.051238095 0.0000000 0.0 May 2 5 4
## 2818 0.025292398 13.1173392 0.0 May 2 2 1
## 2819 0.042424242 0.0000000 0.6 May 2 5 3
## 2820 0.020512821 0.0000000 0.0 May 2 10 7
## 2821 0.200000000 0.0000000 0.0 May 3 3 4
## 2822 0.021971597 0.0000000 0.0 May 2 2 2
## 2823 0.021428571 0.0000000 0.0 May 2 2 8
## 2824 0.018076564 0.0000000 0.0 May 3 2 1
## 2825 0.011632486 0.7610763 0.0 May 2 2 2
## 2826 0.016284567 0.0000000 0.4 May 2 2 2
## 2827 0.054545455 0.0000000 0.6 May 2 2 3
## 2828 0.020000000 0.0000000 0.0 May 2 4 1
## 2829 0.012500000 0.0000000 0.0 May 3 2 4
## 2830 0.001360544 53.2288163 0.0 May 4 1 3
## 2831 0.200000000 0.0000000 0.0 May 2 2 6
## 2832 0.010690797 0.0000000 0.8 May 3 2 1
## 2833 0.120833333 0.0000000 0.0 May 2 4 3
## 2834 0.050000000 0.0000000 0.0 May 2 5 3
## 2835 0.010526316 0.0000000 0.0 May 2 2 1
## 2836 0.078333333 0.0000000 0.8 May 1 1 1
## 2837 0.033333333 0.0000000 0.0 May 1 1 4
## 2838 0.016140351 34.2533684 0.0 May 2 2 3
## 2839 0.015384615 0.0000000 0.0 May 2 2 1
## 2840 0.029824561 0.0000000 0.0 May 2 2 2
## 2841 0.081250000 0.0000000 0.0 May 2 2 1
## 2842 0.037500000 0.0000000 0.0 May 3 2 9
## 2843 0.047074074 10.6480571 0.0 May 4 1 1
## 2844 0.200000000 0.0000000 0.0 May 3 2 7
## 2845 0.011337868 4.7599354 0.0 May 1 2 4
## 2846 0.100000000 0.0000000 0.0 May 2 2 1
## 2847 0.016666667 0.0000000 0.0 May 1 2 2
## 2848 0.020000000 0.0000000 0.0 May 2 2 1
## 2849 0.041666667 0.0000000 0.0 May 2 2 7
## 2850 0.036549708 0.0000000 0.2 May 2 2 1
## 2851 0.003571429 0.0000000 0.0 May 3 2 4
## 2852 0.022024757 0.0000000 0.0 May 2 2 3
## 2853 0.028571429 0.0000000 0.0 May 2 10 6
## 2854 0.042222222 0.0000000 0.4 May 2 2 4
## 2855 0.008333333 0.0000000 0.0 May 3 2 4
## 2856 0.029259259 0.0000000 0.4 May 1 1 7
## 2857 0.015384615 0.0000000 0.0 May 3 2 5
## 2858 0.075000000 0.0000000 0.2 May 2 2 6
## 2859 0.050000000 0.0000000 0.0 May 2 4 3
## 2860 0.010452962 39.7557724 0.0 May 2 2 3
## 2861 0.012789661 17.0797823 0.2 May 3 2 4
## 2862 0.200000000 0.0000000 0.0 May 2 2 1
## 2863 0.041176471 0.0000000 0.0 May 2 2 2
## 2864 0.019404762 5.3829687 0.2 May 3 2 3
## 2865 0.033333333 0.0000000 0.0 May 2 2 3
## 2866 0.023059361 0.0000000 0.8 May 3 2 3
## 2867 0.008333333 0.0000000 0.0 May 3 2 3
## 2868 0.040977778 0.0000000 0.4 May 2 2 5
## 2869 0.045000000 0.0000000 0.0 May 3 2 7
## 2870 0.010000000 0.0000000 0.0 May 2 4 1
## 2871 0.080000000 0.0000000 0.0 May 2 2 3
## 2872 0.007407407 0.0000000 0.0 May 1 1 1
## 2873 0.100000000 0.0000000 0.0 May 3 2 3
## 2874 0.022222222 97.9800000 0.0 May 1 1 4
## 2875 0.013333333 0.0000000 0.6 May 2 2 9
## 2876 0.021052632 0.0000000 0.0 May 2 2 7
## 2877 0.033469388 5.4663878 1.0 May 2 2 1
## 2878 0.036936937 0.0000000 1.0 May 2 2 1
## 2879 0.004818713 0.0000000 0.0 May 3 2 1
## 2880 0.033333333 0.0000000 0.0 May 1 1 4
## 2881 0.138461538 0.0000000 0.4 May 3 2 1
## 2882 0.008000000 0.0000000 0.2 May 2 2 3
## 2883 0.011111111 0.0000000 0.0 May 2 2 1
## 2884 0.033646617 0.0000000 0.0 May 2 2 7
## 2885 0.004761905 39.8188571 0.0 May 2 4 4
## 2886 0.020000000 0.0000000 0.0 May 3 2 1
## 2887 0.007901699 0.0000000 0.0 May 2 2 2
## 2888 0.021212121 29.7747273 0.0 May 2 5 1
## 2889 0.040000000 0.0000000 0.6 May 2 2 2
## 2890 0.073696145 0.0000000 0.0 May 3 2 1
## 2891 0.015384615 0.0000000 0.4 May 2 2 7
## 2892 0.001715686 0.0000000 0.8 May 2 2 2
## 2893 0.014285714 0.0000000 0.0 May 3 2 1
## 2894 0.026416667 0.0000000 0.8 May 2 6 3
## 2895 0.016885965 12.6858316 0.0 May 2 2 2
## 2896 0.008333333 0.0000000 0.0 May 2 5 7
## 2897 0.200000000 0.0000000 0.4 May 3 2 4
## 2898 0.019927536 0.0000000 0.8 May 3 2 8
## 2899 0.057142857 0.0000000 0.0 May 2 2 1
## 2900 0.066666667 0.0000000 0.6 May 2 4 3
## 2901 0.030000000 0.0000000 0.4 May 3 2 6
## 2902 0.018513906 20.9723973 0.0 May 2 2 1
## 2903 0.006649462 15.4772076 0.0 May 2 2 3
## 2904 0.043434343 0.0000000 0.4 May 2 1 7
## 2905 0.072000000 0.0000000 0.0 May 2 2 3
## 2906 0.005896806 22.5888649 0.0 May 2 2 3
## 2907 0.013141026 12.8370513 0.8 May 3 2 4
## 2908 0.058666667 0.0000000 1.0 May 3 2 3
## 2909 0.120000000 0.0000000 0.0 May 2 2 6
## 2910 0.028571429 0.0000000 0.0 May 2 2 6
## 2911 0.084722222 0.0000000 0.0 May 2 2 1
## 2912 0.023529412 0.0000000 0.0 May 2 2 3
## 2913 0.050000000 0.0000000 0.0 May 1 1 2
## 2914 0.007619048 53.1014286 0.0 May 2 2 6
## 2915 0.085714286 0.0000000 0.6 May 2 2 4
## 2916 0.011111111 0.0000000 0.0 May 2 2 1
## 2917 0.100877193 0.0000000 0.4 May 3 2 1
## 2918 0.125000000 0.0000000 0.6 May 2 4 9
## 2919 0.200000000 0.0000000 0.0 May 1 1 4
## 2920 0.041156463 0.0000000 0.0 May 3 2 4
## 2921 0.100000000 0.0000000 0.0 May 3 2 1
## 2922 0.034791667 0.0000000 0.0 May 3 2 2
## 2923 0.014389234 18.1244609 0.0 May 2 2 1
## 2924 0.013333333 0.0000000 0.0 May 3 2 2
## 2925 0.020833333 0.0000000 0.0 May 2 2 1
## 2926 0.013636364 49.5482727 0.0 May 2 2 4
## 2927 0.100000000 0.0000000 0.6 May 2 2 1
## 2928 0.013333333 43.2520000 0.2 May 2 4 1
## 2929 0.200000000 0.0000000 0.4 May 2 4 6
## 2930 0.021212121 7.2917576 0.0 May 1 1 1
## 2931 0.017777778 0.0000000 0.0 May 2 2 1
## 2932 0.066666667 0.0000000 0.0 May 2 2 4
## 2933 0.038571429 10.0208571 0.6 May 3 2 1
## 2934 0.008333333 0.0000000 0.2 May 2 2 1
## 2935 0.006666667 0.0000000 0.0 May 2 2 7
## 2936 0.003571429 0.0000000 0.6 May 2 4 1
## 2937 0.102285714 0.0000000 0.0 May 3 2 4
## 2938 0.037634409 0.0000000 0.0 May 2 2 1
## 2939 0.011428571 0.0000000 0.0 May 1 1 1
## 2940 0.010741385 26.0237706 0.0 May 2 2 1
## 2941 0.067857143 0.0000000 0.8 May 2 6 1
## 2942 0.014707510 0.0000000 0.0 May 2 2 1
## 2943 0.002298851 82.1236782 0.0 May 4 1 7
## 2944 0.111111111 0.0000000 0.4 May 2 2 5
## 2945 0.030000000 0.0000000 0.8 May 3 2 8
## 2946 0.040000000 0.0000000 0.0 May 2 2 1
## 2947 0.063333333 0.0000000 0.0 May 2 2 6
## 2948 0.060000000 0.0000000 0.0 May 2 2 3
## 2949 0.200000000 0.0000000 0.0 May 1 1 3
## 2950 0.033012821 0.0000000 0.0 May 2 6 1
## 2951 0.051428571 25.1940000 0.8 May 2 2 3
## 2952 0.011111111 0.0000000 0.2 May 2 2 2
## 2953 0.041666667 0.0000000 0.0 May 2 2 4
## 2954 0.063947520 0.0000000 0.4 May 3 2 1
## 2955 0.025305250 0.0000000 0.8 May 3 2 3
## 2956 0.028571429 0.0000000 0.0 May 2 4 1
## 2957 0.016296296 75.3086469 0.0 May 2 2 8
## 2958 0.075000000 0.0000000 0.0 May 2 2 6
## 2959 0.042424242 0.0000000 1.0 May 2 6 2
## 2960 0.033333333 0.0000000 0.0 May 2 4 3
## 2961 0.011627907 0.0000000 0.0 May 2 2 1
## 2962 0.083333333 0.0000000 0.0 May 2 2 4
## 2963 0.100000000 0.0000000 0.0 May 2 2 1
## 2964 0.071111111 0.0000000 0.2 May 2 5 1
## 2965 0.057878788 0.0000000 0.0 May 3 2 4
## 2966 0.027777778 0.0000000 0.0 May 2 4 4
## 2967 0.062500000 0.0000000 1.0 May 3 3 3
## 2968 0.013814416 2.9954658 0.0 May 2 5 3
## 2969 0.014672365 18.0858461 0.0 May 2 4 5
## 2970 0.013416263 6.9765046 1.0 May 2 2 3
## 2971 0.011871220 2.3534446 1.0 May 3 2 3
## 2972 0.040625000 0.0000000 0.0 May 2 4 3
## 2973 0.016888889 0.0000000 0.0 May 2 2 2
## 2974 0.040000000 0.0000000 0.0 May 1 8 4
## 2975 0.010935374 13.7181257 0.4 May 3 2 3
## 2976 0.027309942 17.1674597 0.6 May 2 2 1
## 2977 0.119473684 0.0000000 1.0 May 3 2 4
## 2978 0.084000000 0.0000000 0.8 May 2 2 6
## 2979 0.055555556 0.0000000 0.0 May 1 1 1
## 2980 0.200000000 0.0000000 0.0 May 1 1 6
## 2981 0.060000000 0.0000000 0.6 May 1 1 1
## 2982 0.133333333 0.0000000 0.8 May 2 2 2
## 2983 0.003333333 0.0000000 0.0 May 2 5 1
## 2984 0.033333333 0.0000000 0.0 May 4 2 8
## 2985 0.015013618 0.0000000 1.0 May 3 2 1
## 2986 0.050000000 0.0000000 0.0 May 2 5 6
## 2987 0.005263158 0.0000000 0.0 May 2 2 2
## 2988 0.003974359 0.0000000 0.0 May 4 2 2
## 2989 0.014967419 0.0000000 0.0 May 2 5 1
## 2990 0.033333333 0.0000000 0.0 May 1 1 1
## 2991 0.032380952 11.0194286 0.0 May 2 4 3
## 2992 0.200000000 0.0000000 0.2 May 2 2 6
## 2993 0.047238095 0.0000000 0.0 May 3 2 4
## 2994 0.013333333 16.1892000 0.0 May 2 2 7
## 2995 0.014814815 0.0000000 0.0 May 3 2 8
## 2996 0.021388889 0.0000000 0.0 May 2 2 2
## 2997 0.023535354 0.0000000 0.0 May 2 2 2
## 2998 0.031818182 0.0000000 0.2 May 1 1 2
## 2999 0.041666667 9.2970000 0.0 May 2 4 3
## 3000 0.109090909 0.0000000 0.0 May 2 2 1
## 3001 0.033333333 0.0000000 0.0 May 2 2 1
## 3002 0.019875776 0.0000000 0.0 May 1 1 3
## 3003 0.019047619 0.0000000 0.0 May 3 2 3
## 3004 0.049396552 0.0000000 0.6 May 2 2 3
## 3005 0.200000000 0.0000000 0.0 May 2 2 6
## 3006 0.033333333 0.0000000 0.0 May 1 1 3
## 3007 0.040000000 0.0000000 0.0 May 2 2 7
## 3008 0.150000000 0.0000000 0.6 May 2 5 1
## 3009 0.034444444 0.0000000 0.8 May 2 2 7
## 3010 0.042857143 0.0000000 0.0 May 2 2 4
## 3011 0.050000000 0.0000000 0.0 May 2 2 4
## 3012 0.004809853 27.8997753 0.0 May 4 2 6
## 3013 0.060000000 0.0000000 0.0 May 2 2 1
## 3014 0.050000000 0.0000000 0.0 May 2 2 6
## 3015 0.020000000 79.1820000 0.0 May 2 4 1
## 3016 0.007142857 0.0000000 0.0 May 2 2 4
## 3017 0.014285714 0.0000000 0.0 May 3 3 4
## 3018 0.010000000 0.0000000 0.0 May 2 2 1
## 3019 0.080000000 0.0000000 1.0 May 2 2 5
## 3020 0.005855856 0.0000000 0.0 May 1 1 2
## 3021 0.042647059 0.0000000 0.8 May 2 2 1
## 3022 0.002734559 11.9791069 0.0 May 4 1 5
## 3023 0.012763533 0.0000000 0.8 May 2 2 3
## 3024 0.035072464 0.0000000 0.0 May 1 1 6
## 3025 0.013333333 0.0000000 0.0 May 2 2 6
## 3026 0.014285714 0.0000000 0.8 May 2 2 1
## 3027 0.060000000 0.0000000 0.4 May 2 5 1
## 3028 0.072240260 0.0000000 0.8 May 3 2 1
## 3029 0.020000000 0.0000000 0.0 May 2 2 7
## 3030 0.015536723 15.3576034 0.0 May 2 2 1
## 3031 0.006428571 0.0000000 0.8 May 2 4 4
## 3032 0.006250000 0.0000000 0.0 May 2 5 7
## 3033 0.029629630 0.0000000 0.0 May 3 2 1
## 3034 0.017267081 5.9811667 0.0 May 3 2 3
## 3035 0.014285714 0.0000000 0.0 May 2 2 1
## 3036 0.003333333 0.0000000 0.0 May 3 2 7
## 3037 0.001250000 0.0000000 0.0 May 1 1 7
## 3038 0.030555556 12.1800000 0.6 May 1 1 4
## 3039 0.041269841 14.9964286 0.0 May 2 2 3
## 3040 0.011954023 0.0000000 0.0 May 2 2 1
## 3041 0.019298246 15.2490000 0.4 May 2 6 1
## 3042 0.039989226 0.0000000 0.6 May 2 2 2
## 3043 0.046153846 0.0000000 0.4 May 2 2 7
## 3044 0.020000000 0.0000000 0.0 May 2 2 3
## 3045 0.055225225 0.0000000 1.0 May 1 1 7
## 3046 0.016666667 0.0000000 0.0 May 3 2 6
## 3047 0.087407407 0.0000000 0.6 May 3 2 1
## 3048 0.020000000 0.0000000 0.0 May 1 1 1
## 3049 0.200000000 0.0000000 0.0 May 2 10 3
## 3050 0.053333333 0.0000000 0.0 May 2 2 1
## 3051 0.133333333 0.0000000 0.4 May 2 12 8
## 3052 0.057142857 0.0000000 0.0 May 2 2 1
## 3053 0.011827957 9.3118548 0.0 May 2 2 5
## 3054 0.036363636 0.0000000 0.0 May 2 2 1
## 3055 0.006327684 10.2459830 0.0 May 2 2 2
## 3056 0.033333333 0.0000000 0.8 May 4 1 4
## 3057 0.035294118 0.0000000 0.6 May 4 1 3
## 3058 0.033333333 0.0000000 0.0 May 4 2 4
## 3059 0.046153846 0.0000000 0.0 May 1 1 3
## 3060 0.032291667 0.0000000 0.0 May 2 5 1
## 3061 0.040000000 0.0000000 0.0 May 4 1 1
## 3062 0.102083333 0.0000000 0.2 May 3 2 1
## 3063 0.022222222 0.0000000 0.2 May 1 1 3
## 3064 0.021833333 0.0000000 1.0 May 2 2 4
## 3065 0.003225806 22.0880000 0.0 May 2 2 1
## 3066 0.059047619 0.0000000 0.8 May 3 2 1
## 3067 0.013333333 0.0000000 0.0 May 2 2 5
## 3068 0.011111111 0.0000000 0.0 May 2 2 1
## 3069 0.025000000 0.0000000 0.6 May 3 2 3
## 3070 0.200000000 0.0000000 0.8 May 3 2 3
## 3071 0.008333333 0.0000000 0.0 May 2 4 2
## 3072 0.033523810 0.0000000 0.0 May 3 2 4
## 3073 0.100000000 0.0000000 0.0 May 2 2 1
## 3074 0.022222222 0.0000000 0.0 May 2 2 4
## 3075 0.050000000 0.0000000 0.6 May 3 3 7
## 3076 0.040659551 0.0000000 0.8 May 2 2 6
## 3077 0.030769231 9.4075385 0.0 May 2 2 3
## 3078 0.080000000 0.0000000 0.6 May 3 2 3
## 3079 0.022874780 0.0000000 0.6 May 3 2 7
## 3080 0.019148936 0.0000000 0.0 May 2 2 3
## 3081 0.026829268 0.0000000 0.0 May 2 2 1
## 3082 0.013157895 0.0000000 0.0 May 2 2 3
## 3083 0.013333333 0.0000000 0.0 May 2 2 4
## 3084 0.013690476 0.0000000 0.0 May 3 2 2
## 3085 0.027288961 0.0000000 0.8 May 2 2 3
## 3086 0.080000000 0.0000000 0.0 May 2 2 1
## 3087 0.093333333 0.0000000 0.8 May 3 2 3
## 3088 0.037435897 0.0000000 0.0 May 2 2 7
## 3089 0.066666667 0.0000000 0.0 May 2 7 3
## 3090 0.012857143 0.0000000 0.0 May 3 2 5
## 3091 0.188888889 0.0000000 0.8 May 3 2 6
## 3092 0.007218823 11.2960704 0.0 May 4 1 3
## 3093 0.015970880 2.7769073 0.6 May 3 2 2
## 3094 0.005555556 0.0000000 0.6 May 1 1 1
## 3095 0.013846154 49.6630769 0.0 May 4 2 4
## 3096 0.032583774 0.0000000 0.0 May 2 2 4
## 3097 0.046060606 0.0000000 0.6 May 1 1 3
## 3098 0.022857143 0.0000000 0.0 May 2 2 3
## 3099 0.029535519 0.0000000 0.0 May 2 2 4
## 3100 0.047619048 0.0000000 0.0 May 3 2 8
## 3101 0.200000000 0.0000000 0.0 May 3 2 4
## 3102 0.122222222 0.0000000 1.0 May 2 6 1
## 3103 0.026666667 0.0000000 0.0 May 3 3 4
## 3104 0.044444444 0.0000000 0.2 May 1 2 1
## 3105 0.033333333 0.0000000 0.0 May 3 2 1
## 3106 0.033870968 19.5550193 0.0 May 2 4 7
## 3107 0.025000000 0.0000000 0.0 May 1 1 1
## 3108 0.066666667 0.0000000 0.6 May 2 2 1
## 3109 0.100000000 0.0000000 0.8 May 2 4 1
## 3110 0.026923077 0.0000000 0.0 May 2 2 7
## 3111 0.016666667 239.9800000 0.0 May 2 2 5
## 3112 0.018965517 0.0000000 0.0 May 3 2 3
## 3113 0.040000000 0.0000000 0.0 May 2 6 6
## 3114 0.036830357 0.0000000 1.0 May 1 1 3
## 3115 0.040310120 0.0000000 1.0 May 2 2 1
## 3116 0.024242424 0.0000000 0.0 May 2 2 8
## 3117 0.022222222 0.0000000 0.0 May 1 8 6
## 3118 0.023809524 5.5692857 0.0 May 2 2 2
## 3119 0.070138889 0.0000000 0.0 May 3 2 2
## 3120 0.052840909 25.6164583 0.8 May 3 2 1
## 3121 0.057142857 12.5588571 0.0 May 2 2 7
## 3122 0.005000000 0.0000000 0.0 May 2 2 4
## 3123 0.005128205 0.0000000 0.0 May 1 1 4
## 3124 0.003030303 0.0000000 0.0 May 2 2 2
## 3125 0.054545455 0.0000000 0.6 May 2 2 1
## 3126 0.003846154 0.0000000 0.0 May 2 2 3
## 3127 0.073333333 0.0000000 0.8 May 3 2 1
## 3128 0.017232253 0.0000000 1.0 May 3 2 8
## 3129 0.040000000 0.0000000 0.0 May 4 2 3
## 3130 0.036363636 26.2298182 0.0 May 2 2 1
## 3131 0.002325581 80.0434419 0.0 May 2 2 1
## 3132 0.100000000 0.0000000 0.0 May 1 1 4
## 3133 0.022222222 0.0000000 0.2 May 2 2 1
## 3134 0.014285714 39.2714571 0.0 May 2 6 6
## 3135 0.066666667 0.0000000 0.0 May 1 1 2
## 3136 0.066666667 0.0000000 0.0 May 2 6 4
## 3137 0.100000000 0.0000000 0.6 May 1 1 3
## 3138 0.200000000 0.0000000 0.0 May 1 1 3
## 3139 0.150000000 0.0000000 0.0 May 1 1 3
## 3140 0.014285714 0.0000000 0.0 May 1 1 6
## 3141 0.028571429 0.0000000 0.0 May 2 2 2
## 3142 0.200000000 0.0000000 0.8 May 2 2 1
## 3143 0.160000000 0.0000000 0.8 May 2 5 3
## 3144 0.029877803 0.0000000 0.0 May 3 2 1
## 3145 0.010000000 0.0000000 0.2 May 2 2 3
## 3146 0.012500000 0.0000000 0.2 May 2 2 2
## 3147 0.031196581 8.7811442 0.0 May 2 2 1
## 3148 0.047619048 0.0000000 0.6 May 1 1 2
## 3149 0.011333333 2.9674933 0.0 May 2 2 1
## 3150 0.016825397 17.3917143 0.0 May 3 2 3
## 3151 0.051999065 0.0000000 0.0 May 3 2 6
## 3152 0.030000000 0.0000000 0.8 May 3 2 1
## 3153 0.075277778 0.0000000 0.6 May 1 1 3
## 3154 0.008666667 41.8689600 0.0 May 3 3 1
## 3155 0.028645833 0.0000000 0.0 May 2 2 6
## 3156 0.018181818 0.0000000 0.0 May 1 1 3
## 3157 0.013849519 2.9175181 0.8 May 2 2 1
## 3158 0.200000000 0.0000000 0.0 May 1 1 3
## 3159 0.016666667 0.0000000 0.8 May 3 3 1
## 3160 0.080000000 0.0000000 0.0 May 1 8 4
## 3161 0.066666667 0.0000000 0.0 May 3 2 3
## 3162 0.010526316 0.0000000 0.8 May 2 4 1
## 3163 0.001915584 0.0000000 0.0 May 2 4 3
## 3164 0.018061840 0.0000000 0.0 May 1 1 2
## 3165 0.004005848 60.4338526 0.2 May 2 2 4
## 3166 0.048765432 0.0000000 0.0 May 2 5 6
## 3167 0.054710145 0.0000000 1.0 May 3 2 3
## 3168 0.200000000 0.0000000 0.0 May 2 2 1
## 3169 0.006060606 0.0000000 0.0 May 1 1 6
## 3170 0.019399025 10.6733171 0.6 May 2 2 3
## 3171 0.200000000 0.0000000 0.2 May 3 2 3
## 3172 0.008695652 32.8085217 0.0 May 1 1 2
## 3173 0.003846154 0.0000000 0.0 May 2 4 4
## 3174 0.200000000 0.0000000 0.0 May 1 1 2
## 3175 0.018181818 0.0000000 0.0 May 2 2 3
## 3176 0.007407407 0.0000000 0.0 May 2 2 3
## 3177 0.026830934 0.0000000 0.6 May 2 5 3
## 3178 0.025000000 0.0000000 0.0 May 1 1 1
## 3179 0.015128205 0.0000000 0.0 May 2 2 6
## 3180 0.015244789 0.0000000 0.2 May 1 1 3
## 3181 0.050000000 0.0000000 0.0 May 4 5 1
## 3182 0.200000000 0.0000000 0.6 May 1 1 2
## 3183 0.105555556 0.0000000 0.8 May 3 2 8
## 3184 0.100000000 0.0000000 0.0 May 1 1 3
## 3185 0.023529412 60.3423529 0.6 May 2 2 1
## 3186 0.019960276 0.0000000 0.0 May 4 1 3
## 3187 0.001273148 0.0000000 0.0 May 2 2 6
## 3188 0.200000000 0.0000000 0.0 May 2 2 8
## 3189 0.012345679 0.0000000 0.0 May 2 2 1
## 3190 0.015686275 0.0000000 0.0 May 4 1 1
## 3191 0.006250000 115.4862500 0.0 May 2 2 3
## 3192 0.029405769 13.7735581 0.8 May 2 2 1
## 3193 0.083333333 0.0000000 0.4 May 2 2 3
## 3194 0.015306122 25.4132143 0.6 May 2 6 1
## 3195 0.022222222 51.1760000 0.0 May 2 2 1
## 3196 0.027420635 7.5301071 0.8 May 2 2 1
## 3197 0.016666667 0.0000000 0.8 May 3 2 3
## 3198 0.000409836 0.0000000 0.6 May 2 5 3
## 3199 0.044962458 0.0000000 0.0 May 3 2 3
## 3200 0.024242424 0.0000000 0.0 May 2 2 1
## 3201 0.006678351 119.6414737 0.0 May 1 1 2
## 3202 0.034615385 0.0000000 0.4 May 2 2 5
## 3203 0.001851852 12.8915000 0.0 May 4 1 1
## 3204 0.016163522 0.0000000 0.0 May 3 3 3
## 3205 0.055000000 0.0000000 0.0 May 3 2 1
## 3206 0.012500000 0.0000000 0.0 May 2 2 1
## 3207 0.020000000 3.4900364 0.0 May 2 2 3
## 3208 0.010985222 45.6987356 0.0 May 6 2 4
## 3209 0.004545455 0.0000000 0.0 May 2 4 9
## 3210 0.033333333 0.0000000 0.6 May 2 2 5
## 3211 0.050000000 0.0000000 0.0 May 2 2 9
## 3212 0.020286738 3.3226667 0.0 May 1 1 1
## 3213 0.166666667 0.0000000 0.0 May 1 1 3
## 3214 0.005632184 0.0000000 0.0 May 2 4 1
## 3215 0.021904762 0.0000000 0.0 May 2 2 7
## 3216 0.017682257 8.9608965 0.0 May 2 2 2
## 3217 0.027146119 0.0000000 0.0 May 2 2 2
## 3218 0.006172840 0.0000000 0.8 May 2 2 1
## 3219 0.030666667 0.0000000 0.8 May 2 10 1
## 3220 0.010454545 23.6215909 0.0 May 1 1 1
## 3221 0.011111111 36.6544444 0.0 May 2 2 2
## 3222 0.029239766 5.3040000 0.0 May 2 5 2
## 3223 0.062962963 0.0000000 0.0 May 3 2 1
## 3224 0.200000000 0.0000000 0.6 May 1 2 3
## 3225 0.075000000 0.0000000 0.0 May 1 1 8
## 3226 0.122222222 0.0000000 0.0 May 3 2 3
## 3227 0.028000000 1.8475200 0.0 May 2 2 1
## 3228 0.070490196 4.2792941 0.0 May 2 4 2
## 3229 0.014808078 0.0000000 0.0 May 2 2 1
## 3230 0.041176471 0.0000000 0.0 May 2 5 1
## 3231 0.083333333 0.0000000 0.6 May 2 2 1
## 3233 0.044444444 0.0000000 0.0 May 2 2 9
## 3234 0.017142857 0.0000000 0.6 May 2 10 1
## 3235 0.044312169 0.0000000 0.4 May 2 2 6
## 3236 0.017959184 0.0000000 0.0 May 2 5 4
## 3237 0.019480519 0.0000000 0.0 May 2 2 3
## 3238 0.008333333 0.0000000 0.0 May 2 2 9
## 3239 0.029166667 0.0000000 0.0 May 1 1 2
## 3240 0.033333333 0.0000000 0.0 May 2 2 1
## 3241 0.015277778 34.2607778 0.4 May 1 1 8
## 3242 0.066666667 0.0000000 0.2 May 2 2 1
## 3243 0.012820513 0.0000000 0.4 May 4 1 3
## 3244 0.011111111 0.0000000 0.0 May 2 2 8
## 3245 0.026281080 2.0905000 0.0 May 2 2 3
## 3246 0.040000000 0.0000000 0.0 May 4 1 3
## 3247 0.017931489 0.0000000 0.4 May 2 4 7
## 3248 0.005454545 0.0000000 0.0 May 3 2 4
## 3249 0.017500000 23.4154000 0.0 May 2 2 3
## 3250 0.018750000 0.0000000 0.0 May 3 2 1
## 3251 0.072000000 0.0000000 0.0 May 3 2 1
## 3252 0.015873016 0.0000000 0.0 May 4 1 1
## 3253 0.037500000 0.0000000 0.0 May 2 2 2
## 3254 0.034077383 0.0000000 1.0 May 3 2 1
## 3255 0.011685393 0.0000000 0.2 May 4 2 1
## 3256 0.100000000 0.0000000 0.0 May 1 1 1
## 3257 0.015384615 0.0000000 0.0 May 2 2 7
## 3258 0.071296296 0.0000000 0.8 May 2 2 6
## 3259 0.075000000 0.0000000 0.0 May 2 2 8
## 3260 0.066666667 0.0000000 0.0 May 2 4 1
## 3261 0.021951220 6.0721585 0.0 May 2 2 2
## 3262 0.008333333 0.0000000 0.4 May 2 2 1
## 3263 0.114814815 0.0000000 0.0 May 2 2 1
## 3264 0.008376076 0.0000000 0.8 May 1 1 6
## 3265 0.080000000 0.0000000 0.6 May 2 2 2
## 3266 0.200000000 0.0000000 0.6 May 2 2 3
## 3267 0.011870845 49.9543818 0.0 May 2 2 1
## 3268 0.053636364 0.0000000 0.6 May 1 1 1
## 3269 0.025750000 24.6142500 0.2 May 2 2 1
## 3270 0.200000000 0.0000000 0.0 May 2 2 1
## 3271 0.102717391 0.0000000 0.8 May 2 5 1
## 3272 0.007715618 98.0426256 0.0 May 2 2 1
## 3274 0.022222222 0.0000000 0.0 May 2 2 3
## 3275 0.022222222 0.0000000 0.0 May 3 2 3
## 3276 0.050000000 0.0000000 0.0 May 4 1 1
## 3277 0.013809524 0.0000000 0.0 May 1 1 1
## 3278 0.016684020 0.0000000 0.0 May 3 2 7
## 3279 0.040740741 0.0000000 0.6 May 2 2 6
## 3280 0.016666667 0.0000000 0.2 May 2 2 5
## 3281 0.013333333 0.0000000 0.0 May 1 1 1
## 3283 0.020779221 0.0000000 0.4 May 3 2 4
## 3284 0.100000000 0.0000000 0.0 May 2 5 3
## 3285 0.025161290 15.5119355 0.0 May 2 2 1
## 3286 0.200000000 0.0000000 0.0 May 3 2 9
## 3287 0.016666667 26.8752000 0.0 May 2 2 1
## 3288 0.041198413 0.0000000 0.0 May 2 4 1
## 3289 0.200000000 0.0000000 0.4 May 1 1 1
## 3290 0.018181818 0.0000000 0.0 May 3 2 9
## 3291 0.025000000 0.0000000 0.0 May 2 2 3
## 3292 0.055555556 0.0000000 0.2 May 2 2 4
## 3293 0.019047619 0.0000000 0.0 May 2 2 2
## 3294 0.009929078 30.6662411 0.0 May 1 2 6
## 3295 0.066190476 0.0000000 0.0 May 3 2 1
## 3296 0.092857143 0.0000000 0.8 May 3 2 6
## 3297 0.006666667 0.0000000 0.0 May 2 2 1
## 3298 0.008888889 0.0000000 0.0 May 1 1 4
## 3299 0.037500000 0.0000000 0.0 May 2 2 5
## 3300 0.033333333 0.0000000 0.0 May 3 2 4
## 3301 0.033333333 0.0000000 0.4 May 1 1 1
## 3302 0.044642857 0.0000000 0.8 May 2 2 3
## 3303 0.027727273 0.0000000 0.8 May 4 2 3
## 3304 0.018181818 0.0000000 0.0 May 4 2 1
## 3305 0.037500000 0.0000000 0.0 May 1 1 3
## 3306 0.080000000 0.0000000 0.8 May 2 2 1
## 3307 0.028205128 0.0000000 0.8 May 1 1 1
## 3308 0.033333333 58.4880000 0.0 May 2 5 3
## 3309 0.015855776 2.3211011 1.0 May 2 2 5
## 3310 0.022222222 0.0000000 0.0 May 3 3 1
## 3311 0.009950860 0.0000000 0.2 May 2 10 4
## 3312 0.051515152 0.0000000 0.8 May 2 2 6
## 3313 0.028571429 58.7880000 0.2 May 2 2 3
## 3314 0.064680923 0.0000000 0.2 May 1 1 1
## 3315 0.037647059 0.0000000 0.0 May 2 2 1
## 3316 0.040000000 0.0000000 0.0 May 1 1 6
## 3317 0.025925926 0.0000000 0.0 May 3 2 1
## 3318 0.015384615 124.0320000 0.0 May 1 1 6
## 3319 0.005000000 0.0000000 0.0 May 3 2 4
## 3320 0.133333333 0.0000000 0.4 May 2 2 4
## 3321 0.022222222 18.6533333 0.0 May 2 2 8
## 3322 0.012156298 3.9764723 0.0 May 3 2 1
## 3323 0.012500000 0.0000000 0.0 May 2 10 1
## 3324 0.011688312 0.0000000 0.0 May 1 2 1
## 3325 0.008333333 0.0000000 1.0 May 1 8 1
## 3326 0.050000000 0.0000000 0.0 May 4 1 1
## 3327 0.028571429 0.0000000 0.0 May 4 1 2
## 3328 0.050000000 0.0000000 0.0 May 4 1 1
## 3329 0.030060764 0.0000000 0.0 May 3 2 3
## 3330 0.028125000 0.0000000 0.0 May 2 2 8
## 3331 0.200000000 0.0000000 0.6 May 2 2 1
## 3332 0.200000000 0.0000000 0.0 May 3 2 1
## 3333 0.005882353 0.0000000 0.0 May 2 2 6
## 3334 0.020000000 0.0000000 0.0 May 2 5 8
## 3335 0.012301587 7.0182000 0.0 May 3 2 7
## 3336 0.040625000 0.0000000 0.0 May 2 4 1
## 3337 0.004166667 0.0000000 0.6 May 2 5 1
## 3338 0.018181818 0.0000000 0.0 May 2 7 1
## 3339 0.009302326 63.3947442 0.0 May 2 5 3
## 3340 0.050000000 0.0000000 0.0 May 2 10 2
## 3341 0.020833333 165.6204667 0.0 May 1 1 8
## 3342 0.017619048 16.0710667 0.6 May 2 4 7
## 3343 0.040740741 0.0000000 0.0 May 3 2 3
## 3344 0.059393939 0.0000000 0.0 May 2 2 3
## 3345 0.100000000 0.0000000 0.0 May 1 1 2
## 3346 0.007962529 9.3803770 0.0 May 1 1 6
## 3347 0.009315376 0.0000000 0.0 May 1 1 2
## 3348 0.059220779 0.0000000 0.8 May 3 2 1
## 3349 0.005815392 5.4729746 0.0 May 1 1 6
## 3350 0.050000000 0.0000000 0.4 May 3 2 1
## 3351 0.019322034 0.0000000 0.2 May 2 2 2
## 3352 0.133333333 0.0000000 0.0 May 3 2 4
## 3353 0.080000000 0.0000000 0.0 May 2 2 4
## 3354 0.033333333 0.0000000 0.0 May 1 1 1
## 3355 0.012500000 0.0000000 1.0 May 2 2 1
## 3356 0.013333333 100.7776000 0.0 May 2 2 3
## 3357 0.025641026 0.0000000 0.0 May 1 1 1
## 3358 0.012500000 0.0000000 0.0 May 2 2 1
## 3359 0.039283154 0.0000000 1.0 May 2 2 2
## 3360 0.012068881 2.5540714 0.0 May 3 2 2
## 3361 0.003714286 14.7571048 0.0 May 1 1 1
## 3362 0.200000000 0.0000000 0.2 May 2 2 2
## 3363 0.033333333 0.0000000 0.0 May 1 1 4
## 3364 0.006250000 0.0000000 0.0 May 1 1 1
## 3365 0.009126984 0.0000000 0.6 May 8 5 1
## 3366 0.075000000 0.0000000 0.0 May 3 2 2
## 3367 0.009090909 0.0000000 0.0 May 3 2 1
## 3368 0.200000000 0.0000000 0.0 May 2 2 2
## 3369 0.040000000 0.0000000 0.6 May 2 2 1
## 3370 0.022949495 0.0000000 0.0 May 2 4 7
## 3371 0.018348148 16.1670133 0.0 May 2 2 6
## 3372 0.020512821 0.0000000 0.0 May 1 1 7
## 3373 0.026666667 0.0000000 0.0 May 1 1 4
## 3374 0.008333333 2.7058333 0.0 May 2 2 6
## 3375 0.035714286 0.0000000 0.0 May 2 2 4
## 3376 0.064705882 0.0000000 1.0 May 3 2 3
## 3377 0.033333333 0.0000000 0.8 May 2 2 1
## 3378 0.015555556 11.1918933 0.2 May 2 10 6
## 3379 0.050862069 8.3252069 0.0 May 2 2 4
## 3380 0.011764706 0.0000000 0.0 May 1 2 1
## 3381 0.027777778 56.3246667 0.0 May 2 2 1
## 3382 0.015384615 57.5889231 0.6 May 4 1 3
## 3383 0.073913043 0.0000000 0.6 May 2 2 1
## 3384 0.071428571 0.0000000 0.0 May 2 2 7
## 3385 0.010526316 0.0000000 0.0 May 2 2 6
## 3386 0.025000000 0.0000000 0.6 May 3 2 1
## 3387 0.070000000 0.0000000 0.0 May 1 1 1
## 3388 0.010000000 0.0000000 0.0 May 2 6 3
## 3389 0.037777778 0.0000000 0.0 May 3 2 8
## 3390 0.039726776 0.0000000 0.4 May 2 2 6
## 3391 0.016666667 0.0000000 0.0 May 1 1 1
## 3392 0.033333333 0.0000000 0.0 May 3 2 3
## 3393 0.022376543 10.0986222 0.0 May 2 2 3
## 3394 0.001851852 22.1288889 0.0 May 1 1 1
## 3395 0.080000000 0.0000000 0.4 May 2 5 6
## 3396 0.008333333 0.0000000 0.0 May 2 2 3
## 3397 0.004166667 0.0000000 0.8 May 2 2 1
## 3398 0.016624762 5.3448989 0.0 May 2 7 1
## 3399 0.026035354 6.1287875 0.0 May 2 2 5
## 3400 0.004000000 0.0000000 0.0 May 1 1 4
## 3401 0.034090909 0.0000000 0.8 May 2 4 1
## 3402 0.033333333 0.0000000 0.0 May 4 5 1
## 3403 0.027111111 15.3956000 0.0 May 1 1 3
## 3404 0.051225490 0.0000000 0.0 May 3 2 3
## 3405 0.014285714 11.1317143 0.0 May 3 2 1
## 3406 0.013068182 2.0990455 0.0 May 2 2 7
## 3407 0.036363636 0.0000000 0.0 May 2 2 4
## 3408 0.039029125 0.5461283 0.0 May 2 2 3
## 3409 0.066666667 0.0000000 1.0 May 2 2 2
## 3410 0.052076023 0.0000000 0.6 May 3 2 3
## 3411 0.006521739 0.0000000 0.0 May 2 2 2
## 3412 0.014285714 0.0000000 0.0 May 2 2 1
## 3413 0.020993117 0.2016637 1.0 May 2 2 3
## 3414 0.007815830 4.1876027 0.8 May 3 2 3
## 3415 0.013274933 0.0000000 0.2 May 1 1 1
## 3416 0.166666667 0.0000000 0.8 May 1 1 1
## 3417 0.080000000 0.0000000 0.6 May 1 1 1
## 3418 0.013043478 0.0000000 0.8 May 2 2 2
## 3419 0.086666667 0.0000000 0.8 May 2 2 1
## 3420 0.006666667 0.0000000 0.0 May 4 2 2
## 3421 0.011794872 28.2953846 1.0 May 2 2 1
## 3422 0.007668207 1.8093608 0.0 May 2 2 1
## 3423 0.013075397 6.2110947 0.0 May 2 2 1
## 3424 0.018181818 0.0000000 0.0 May 2 2 1
## 3425 0.019546851 0.0000000 0.4 May 1 2 2
## 3426 0.047395833 14.9925000 0.0 May 1 1 3
## 3427 0.006666667 0.0000000 0.4 May 2 2 1
## 3428 0.040000000 0.0000000 0.0 May 4 1 1
## 3429 0.033333333 0.0000000 0.8 May 4 1 9
## 3430 0.022549176 1.0897713 0.0 May 2 2 4
## 3431 0.006428571 11.2841143 0.0 May 2 2 3
## 3432 0.177777778 0.0000000 0.0 May 3 2 3
## 3433 0.045454545 0.0000000 0.0 May 2 2 4
## 3434 0.054358974 0.0000000 0.8 May 1 1 2
## 3435 0.030434783 0.0000000 0.0 May 2 2 1
## 3436 0.016666667 113.9800000 0.0 May 2 2 1
## 3437 0.050000000 0.0000000 0.0 May 3 2 1
## 3438 0.044223485 0.0000000 0.0 May 2 2 6
## 3439 0.200000000 0.0000000 0.6 May 3 2 3
## 3440 0.030060022 0.0000000 0.2 May 3 2 1
## 3441 0.068170426 0.0000000 0.0 May 2 2 6
## 3442 0.009657738 0.0000000 0.0 May 1 1 1
## 3443 0.011750000 23.5144000 0.0 May 2 4 7
## 3444 0.029000000 0.0000000 0.0 May 2 2 1
## 3445 0.006666667 0.0000000 0.0 May 2 2 9
## 3446 0.100000000 0.0000000 0.2 May 2 2 6
## 3447 0.091666667 0.0000000 0.4 May 7 1 6
## 3448 0.066666667 0.0000000 0.0 May 4 2 1
## 3449 0.008595388 0.0000000 0.0 May 1 1 1
## 3450 0.050303030 16.1970000 0.0 May 2 2 6
## 3451 0.041538462 0.0000000 0.0 May 1 1 7
## 3452 0.030000000 0.0000000 0.6 May 2 2 1
## 3453 0.028571429 0.0000000 0.0 May 3 2 3
## 3454 0.007269504 0.2551915 0.0 May 2 2 7
## 3455 0.120000000 0.0000000 0.0 May 1 1 1
## 3456 0.038816034 0.0000000 1.0 May 2 2 3
## 3457 0.068750000 0.0000000 0.8 May 2 2 1
## 3458 0.040000000 0.0000000 0.0 May 1 1 3
## 3459 0.045454545 0.0000000 0.0 May 6 2 2
## 3460 0.080000000 0.0000000 0.0 May 3 2 3
## 3461 0.031481481 0.0000000 0.0 May 3 2 8
## 3462 0.100510511 0.0000000 0.8 May 3 2 7
## 3463 0.160000000 0.0000000 0.6 May 2 5 1
## 3464 0.068285714 0.0000000 0.4 May 2 2 1
## 3465 0.019576720 12.4550000 0.0 May 2 2 3
## 3466 0.200000000 0.0000000 0.6 May 3 2 1
## 3467 0.051333333 0.0000000 0.0 May 3 2 3
## 3468 0.035057471 0.0000000 0.0 May 2 4 3
## 3469 0.002222222 30.4615873 0.0 May 2 2 9
## 3470 0.043055556 0.0000000 1.0 May 1 1 7
## 3471 0.100000000 0.0000000 0.6 May 2 2 4
## 3472 0.010000000 0.0000000 0.0 May 2 2 1
## 3473 0.080000000 0.0000000 0.0 May 2 2 6
## 3474 0.200000000 0.0000000 0.0 May 2 2 1
## 3475 0.024390244 0.0000000 0.0 May 2 2 8
## 3476 0.050000000 0.0000000 0.0 May 2 2 1
## 3477 0.003921569 0.0000000 0.0 May 2 5 9
## 3478 0.028571429 0.0000000 0.0 May 2 4 4
## 3479 0.015506059 0.0000000 0.6 May 3 2 9
## 3480 0.060000000 0.0000000 0.6 May 2 2 1
## 3481 0.011965812 0.0000000 0.0 May 4 2 3
## 3482 0.005128205 0.0000000 0.4 May 2 4 1
## 3483 0.019207792 7.4358667 0.0 May 1 2 1
## 3484 0.044444444 0.0000000 0.0 May 3 2 8
## 3485 0.065873016 0.0000000 0.4 May 2 4 1
## 3486 0.200000000 0.0000000 0.6 May 2 4 7
## 3487 0.012500000 0.0000000 0.0 May 1 8 4
## 3488 0.005555556 0.0000000 0.0 May 2 2 7
## 3489 0.005000000 49.3886000 0.6 May 2 4 2
## 3490 0.031578947 0.0000000 0.2 May 2 2 1
## 3491 0.200000000 0.0000000 0.6 May 3 2 1
## 3492 0.025355418 24.7266184 0.6 May 3 2 1
## 3493 0.002380952 0.0000000 1.0 May 3 2 1
## 3494 0.014285714 0.0000000 0.0 May 3 3 8
## 3495 0.036363636 0.0000000 0.0 May 2 2 1
## 3496 0.005750251 0.0000000 0.8 May 1 1 3
## 3497 0.080000000 0.0000000 0.6 May 2 2 1
## 3498 0.058000000 0.0000000 0.0 May 3 2 1
## 3499 0.055319149 0.0000000 0.0 May 3 2 3
## 3500 0.025757576 0.0000000 0.0 May 1 2 2
## 3501 0.016973138 0.0000000 0.0 May 1 1 1
## 3502 0.003466667 0.0000000 0.8 May 2 2 1
## 3503 0.087500000 0.0000000 0.4 May 3 2 1
## 3504 0.019623016 11.3767868 0.0 May 2 2 4
## 3505 0.033333333 0.0000000 0.0 May 3 2 3
## 3506 0.037500000 19.2362500 0.8 May 3 2 2
## 3507 0.035119048 0.0000000 0.0 May 2 2 4
## 3508 0.016666667 0.0000000 0.0 May 3 2 1
## 3509 0.030769231 0.0000000 0.0 May 2 10 2
## 3510 0.075000000 0.0000000 0.6 May 3 2 6
## 3511 0.004756098 3.2003049 0.0 May 4 1 7
## 3512 0.020275689 0.0000000 0.6 May 3 2 1
## 3513 0.009019608 30.0128824 0.0 May 2 2 4
## 3514 0.083333333 0.0000000 0.6 May 1 1 7
## 3515 0.033333333 53.9880000 0.0 May 2 5 3
## 3516 0.003921569 0.0000000 0.0 May 2 2 7
## 3517 0.015476190 3.3568929 0.0 May 3 2 9
## 3518 0.028765432 0.0000000 0.6 May 3 2 3
## 3519 0.007692308 0.0000000 0.0 May 2 2 3
## 3520 0.083333333 0.0000000 0.0 May 2 2 1
## 3521 0.075000000 0.0000000 0.0 May 1 1 2
## 3522 0.046153846 0.0000000 0.2 May 2 2 5
## 3523 0.200000000 0.0000000 0.0 May 2 2 1
## 3524 0.028260870 22.2993913 0.0 May 2 2 6
## 3525 0.007306262 27.4320951 0.0 May 4 1 3
## 3526 0.025000000 35.0910000 0.0 May 2 4 1
## 3527 0.014944594 0.0000000 0.0 May 2 2 1
## 3528 0.066666667 0.0000000 0.0 May 4 1 1
## 3529 0.035000000 24.3401667 0.0 May 2 2 1
## 3530 0.010526316 254.6071579 0.0 May 2 5 1
## 3531 0.013333333 8.1816000 0.0 May 2 2 1
## 3532 0.030392157 0.0000000 0.0 May 2 2 7
## 3533 0.014500000 0.0000000 0.0 May 3 2 8
## 3534 0.072549020 0.0000000 0.0 May 4 1 1
## 3535 0.004500000 0.0000000 0.0 May 3 3 2
## 3536 0.045679012 13.3259259 0.0 May 2 2 3
## 3537 0.003506944 10.1227500 0.0 May 1 1 2
## 3538 0.009090909 30.5263636 0.0 May 2 2 6
## 3539 0.085714286 0.0000000 1.0 May 2 2 1
## 3540 0.100000000 0.0000000 0.0 May 2 2 1
## 3541 0.020833333 31.9038750 0.6 May 4 1 1
## 3542 0.022124542 0.0000000 0.0 May 3 2 3
## 3543 0.015873016 52.0834286 0.0 May 2 4 1
## 3544 0.050000000 0.0000000 0.0 May 1 1 4
## 3545 0.023728814 23.8762910 0.0 May 2 2 9
## 3546 0.091555556 0.0000000 0.6 May 3 2 1
## 3547 0.025000000 53.9880000 0.0 May 1 1 1
## 3548 0.028571429 0.0000000 0.0 May 2 2 1
## 3549 0.020192308 8.5452500 0.0 May 1 1 2
## 3550 0.108333333 0.0000000 0.6 May 1 1 2
## 3551 0.071264368 0.0000000 0.6 May 3 2 2
## 3552 0.007571185 7.2046137 0.0 May 2 10 6
## 3553 0.032142857 0.0000000 0.0 May 2 6 1
## 3554 0.028571429 0.0000000 0.0 May 3 2 1
## 3555 0.069333333 0.0000000 0.4 May 2 2 1
## 3556 0.004081633 0.0000000 0.0 May 2 2 1
## 3557 0.090909091 0.0000000 0.4 May 1 1 1
## 3558 0.031944444 0.0000000 0.0 May 2 2 5
## 3559 0.122222222 0.0000000 0.2 May 3 2 2
## 3560 0.100000000 0.0000000 0.0 May 2 2 3
## 3561 0.061538462 0.0000000 0.0 May 2 2 8
## 3562 0.008659512 9.0130114 0.0 May 2 2 1
## 3563 0.005714286 0.0000000 0.0 May 2 2 5
## 3564 0.025000000 0.0000000 0.0 May 2 2 3
## 3565 0.026315789 0.0000000 0.0 May 1 1 2
## 3566 0.066666667 0.0000000 0.0 May 2 2 7
## 3567 0.200000000 0.0000000 0.0 May 1 1 7
## 3568 0.040000000 0.0000000 0.0 May 3 2 1
## 3569 0.084615385 0.0000000 0.6 May 1 1 4
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## 3571 0.034117647 0.0000000 0.0 May 2 2 3
## 3572 0.052525253 0.0000000 0.0 May 3 2 3
## 3573 0.014285714 0.0000000 0.2 May 1 1 1
## 3574 0.035555556 0.0000000 0.4 May 1 1 1
## 3575 0.019298246 0.0000000 0.6 May 2 2 6
## 3576 0.065148810 0.0000000 0.8 May 2 2 1
## 3577 0.029411765 0.0000000 1.0 May 2 2 1
## 3579 0.025536616 0.0000000 0.6 May 3 2 1
## 3580 0.022222222 0.0000000 0.0 May 2 7 2
## 3581 0.037962963 0.0000000 0.2 May 2 2 7
## 3582 0.012820513 56.3588461 0.0 May 4 2 1
## 3583 0.003448276 54.2180690 0.0 May 2 2 1
## 3584 0.046190476 0.0000000 0.8 May 2 4 7
## 3585 0.019576720 0.0000000 0.0 May 2 2 1
## 3586 0.018181818 0.0000000 0.0 May 2 2 1
## 3587 0.006000000 0.0000000 0.8 May 2 10 1
## 3588 0.005555556 0.0000000 0.6 May 1 1 1
## 3589 0.023076923 9.6410769 0.4 May 2 2 8
## 3590 0.050000000 0.0000000 0.0 May 3 2 3
## 3591 0.051215278 0.0000000 0.6 May 3 2 1
## 3592 0.027327327 4.1488784 0.0 May 2 2 7
## 3593 0.006666667 0.0000000 0.6 May 2 2 1
## 3594 0.011111111 0.0000000 0.0 May 1 1 1
## 3595 0.010000000 20.0031000 0.0 May 2 2 1
## 3596 0.200000000 0.0000000 0.6 May 2 2 7
## 3597 0.015277778 0.0000000 0.0 May 2 2 1
## 3598 0.200000000 0.0000000 0.0 May 1 1 9
## 3599 0.022222222 0.0000000 0.0 May 1 1 1
## 3600 0.020000000 0.0000000 0.0 May 2 2 6
## 3601 0.020120574 7.7935286 0.0 May 2 2 3
## 3602 0.005000000 0.0000000 0.0 May 2 4 4
## 3603 0.001680672 42.4191429 0.0 May 2 2 2
## 3604 0.037037037 0.0000000 1.0 May 3 2 6
## 3605 0.047660099 0.0000000 0.0 May 1 2 1
## 3606 0.148917749 0.0000000 0.0 May 3 2 1
## 3607 0.150000000 0.0000000 0.6 May 2 2 1
## 3608 0.042857143 0.0000000 0.0 May 2 2 3
## 3609 0.133333333 0.0000000 1.0 May 3 2 3
## 3610 0.092142857 0.0000000 0.0 May 3 2 1
## 3611 0.022222222 0.0000000 0.2 May 2 2 1
## 3612 0.019605911 0.0000000 0.0 May 2 2 4
## 3613 0.060000000 0.0000000 0.8 May 2 4 3
## 3614 0.027407407 36.5158148 0.0 May 1 1 1
## 3615 0.083333333 0.0000000 0.6 May 3 3 3
## 3616 0.040000000 0.0000000 0.0 May 2 5 4
## 3617 0.031250162 0.0000000 0.8 May 3 2 6
## 3618 0.063636364 0.0000000 0.0 May 2 2 3
## 3619 0.012500000 0.0000000 0.0 May 2 4 1
## 3620 0.022868217 4.2473721 0.0 May 2 5 1
## 3621 0.016666667 0.0000000 0.2 May 2 2 6
## 3622 0.067857143 0.0000000 0.0 May 4 1 3
## 3623 0.088888889 0.0000000 0.0 May 1 1 3
## 3624 0.030000000 0.0000000 0.0 May 2 2 9
## 3625 0.040000000 0.0000000 0.6 May 2 2 3
## 3626 0.026060606 0.0000000 1.0 May 2 2 4
## 3627 0.001904762 0.0000000 0.0 May 2 2 8
## 3628 0.072222222 0.0000000 0.0 May 4 1 1
## 3629 0.004054054 80.5873378 0.0 May 2 4 1
## 3630 0.007692308 0.0000000 0.0 May 2 5 3
## 3631 0.024542230 2.2272787 0.8 May 3 2 1
## 3632 0.200000000 0.0000000 0.0 May 2 2 6
## 3633 0.066666667 0.0000000 0.0 May 2 2 4
## 3634 0.033333333 0.0000000 0.0 May 2 2 9
## 3635 0.022222222 44.9900000 0.0 May 3 2 2
## 3636 0.006666667 0.0000000 0.0 May 1 1 1
## 3637 0.044749710 2.3414197 0.0 May 3 2 3
## 3638 0.175000000 0.0000000 0.8 May 2 2 4
## 3639 0.028070175 0.0000000 0.8 May 2 2 1
## 3640 0.018421053 0.0000000 0.0 May 2 2 3
## 3641 0.002272727 0.0000000 0.0 May 2 4 1
## 3642 0.067647059 0.0000000 0.4 May 1 1 4
## 3643 0.029549127 0.0000000 1.0 May 2 2 7
## 3644 0.052941176 0.0000000 0.8 May 2 2 2
## 3645 0.010000000 0.0000000 0.0 May 2 7 1
## 3646 0.125000000 0.0000000 0.8 May 3 2 1
## 3647 0.013076923 15.4004231 0.0 May 1 1 7
## 3648 0.016666667 0.0000000 0.0 May 2 2 7
## 3649 0.014814815 0.0000000 0.0 May 4 1 1
## 3650 0.200000000 0.0000000 0.2 May 2 2 1
## 3652 0.068253968 0.0000000 0.0 May 2 5 1
## 3653 0.050000000 0.0000000 0.0 May 2 6 3
## 3654 0.050000000 0.0000000 0.6 May 2 2 1
## 3655 0.033333333 0.0000000 0.0 May 3 2 4
## 3656 0.020175439 0.0000000 0.0 May 2 4 3
## 3657 0.095238095 0.0000000 0.0 May 2 2 1
## 3658 0.100000000 0.0000000 0.0 May 2 2 1
## 3659 0.007277211 0.0000000 0.0 May 2 2 1
## 3660 0.031250000 0.0000000 0.0 May 3 2 5
## 3661 0.036309524 0.0000000 0.6 May 3 2 1
## 3662 0.066666667 0.0000000 0.0 May 3 2 4
## 3663 0.100000000 0.0000000 0.0 May 1 1 3
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## 3666 0.002105263 0.0000000 0.0 May 3 2 1
## 3667 0.057142857 0.0000000 0.0 May 4 2 3
## 3668 0.002631579 0.0000000 0.0 May 2 2 2
## 3669 0.058222222 0.0000000 0.0 May 2 2 1
## 3670 0.085714286 0.0000000 1.0 May 2 2 7
## 3671 0.121212121 0.0000000 0.8 May 2 2 7
## 3672 0.150000000 0.0000000 0.0 May 3 2 1
## 3673 0.133333333 0.0000000 1.0 May 1 1 4
## 3674 0.100000000 0.0000000 0.8 May 2 2 1
## 3675 0.013768116 0.0000000 0.0 May 2 2 3
## 3676 0.080769231 0.0000000 0.8 May 2 2 1
## 3677 0.009523810 10.5180952 0.0 May 2 2 7
## 3678 0.200000000 0.0000000 0.0 May 2 2 6
## 3679 0.003278689 0.0000000 0.2 May 2 2 3
## 3680 0.057142857 0.0000000 0.6 May 2 2 1
## 3681 0.011984127 13.0915464 0.0 May 2 2 2
## 3682 0.051764706 0.0000000 0.0 May 1 4 2
## 3683 0.009756098 0.0000000 0.0 May 3 2 1
## 3684 0.116666667 0.0000000 0.4 May 3 2 3
## 3685 0.016744186 12.7314419 0.0 May 4 1 8
## 3686 0.024698413 0.0000000 0.6 May 1 1 3
## 3687 0.014022989 5.0781149 0.0 May 1 2 3
## 3688 0.166666667 0.0000000 0.6 May 2 2 1
## 3689 0.029591837 10.9870714 0.0 May 1 1 3
## 3690 0.009603919 1.4184404 0.4 May 2 7 7
## 3691 0.022222222 0.0000000 0.0 May 2 4 4
## 3692 0.031075269 0.0000000 0.0 May 3 2 2
## 3693 0.114285714 0.0000000 0.4 May 3 2 4
## 3694 0.133333333 0.0000000 0.6 May 2 2 1
## 3695 0.075000000 0.0000000 0.0 May 2 5 3
## 3696 0.007142857 0.0000000 0.0 May 2 10 2
## 3697 0.016666667 0.0000000 0.0 May 2 4 3
## 3698 0.033333333 0.0000000 0.0 May 2 2 6
## 3699 0.070238095 0.0000000 0.0 May 3 2 2
## 3700 0.037500000 0.0000000 0.0 May 1 2 2
## 3701 0.025141243 0.0000000 0.6 May 2 4 3
## 3702 0.014285714 0.0000000 0.0 May 3 2 6
## 3703 0.016666667 14.9833333 0.4 May 4 1 2
## 3704 0.007674572 5.7440580 0.0 May 3 2 1
## 3705 0.026984127 0.0000000 0.0 May 1 1 1
## 3706 0.044444444 0.0000000 0.6 May 1 1 6
## 3707 0.066666667 0.0000000 0.0 May 3 2 2
## 3708 0.007142857 0.0000000 0.0 May 2 4 2
## 3709 0.011326165 0.0000000 0.0 May 1 1 1
## 3710 0.050000000 0.0000000 0.4 May 2 4 2
## 3711 0.066233766 0.0000000 1.0 May 2 10 1
## 3712 0.011764706 0.0000000 0.0 May 2 4 2
## 3713 0.040000000 0.0000000 0.2 May 3 2 2
## 3714 0.043948052 8.5671429 0.0 May 2 6 6
## 3715 0.025000000 50.9925000 0.0 May 2 2 1
## 3716 0.038095238 0.0000000 0.0 May 2 2 6
## 3717 0.033742690 0.0000000 0.2 May 1 1 3
## 3718 0.008333333 0.0000000 0.0 May 2 2 1
## 3719 0.035000000 0.0000000 0.0 May 3 2 1
## 3720 0.045170068 11.1573429 0.0 May 2 2 3
## 3721 0.029230769 0.0000000 0.0 May 3 2 4
## 3723 0.050000000 0.0000000 0.0 May 2 2 6
## 3724 0.055555556 0.0000000 1.0 May 2 4 2
## 3725 0.046262626 0.0000000 0.8 May 2 5 2
## 3726 0.023117504 0.0000000 0.0 May 1 1 5
## 3727 0.072727273 0.0000000 0.8 May 1 1 1
## 3728 0.023333333 0.0000000 1.0 May 3 2 3
## 3729 0.050000000 0.0000000 0.6 May 2 2 6
## 3730 0.015053763 0.0000000 0.0 May 3 2 7
## 3731 0.107142857 0.0000000 0.8 May 2 4 5
## 3732 0.018859649 0.0000000 0.0 May 2 2 2
## 3733 0.004166667 0.0000000 0.0 May 2 10 6
## 3734 0.033684211 0.0000000 0.0 May 2 2 1
## 3735 0.040625000 0.0000000 0.0 May 2 6 1
## 3736 0.077777778 0.0000000 0.0 May 2 4 2
## 3737 0.057619048 0.0000000 0.0 May 2 2 7
## 3738 0.019540230 0.0000000 0.0 May 3 2 1
## 3739 0.061904762 0.0000000 0.0 May 1 1 1
## 3740 0.040476190 0.0000000 0.6 May 3 2 8
## 3741 0.006250000 0.0000000 0.0 May 2 2 3
## 3742 0.011428571 92.8385714 0.0 May 3 2 1
## 3743 0.071428571 0.0000000 0.8 May 1 1 1
## 3744 0.121428571 0.0000000 0.6 May 3 2 1
## 3745 0.021263103 0.0000000 0.0 May 2 2 8
## 3746 0.010526316 0.0000000 0.0 May 2 2 6
## 3747 0.133333333 0.0000000 0.6 May 1 8 4
## 3748 0.033333333 0.0000000 0.0 May 2 2 1
## 3749 0.036274510 0.0000000 0.0 May 3 2 2
## 3750 0.038958835 8.0887500 0.0 May 2 2 3
## 3751 0.005555556 0.0000000 0.0 May 2 2 5
## 3752 0.018750000 0.0000000 0.8 May 2 5 1
## 3753 0.019066142 16.4236325 0.0 May 1 1 1
## 3754 0.007692308 0.0000000 0.0 May 2 2 7
## 3755 0.007881773 0.0000000 0.0 May 2 6 1
## 3756 0.200000000 0.0000000 0.0 May 2 4 1
## 3757 0.033333333 0.0000000 0.0 May 2 4 1
## 3758 0.012291667 0.0000000 0.0 May 1 1 6
## 3759 0.021052632 0.0000000 1.0 May 3 2 3
## 3760 0.005893497 0.0000000 0.0 May 2 2 1
## 3761 0.068115942 0.0000000 0.0 May 2 4 3
## 3762 0.109523810 0.0000000 0.0 May 3 3 9
## 3763 0.100000000 0.0000000 0.4 May 1 1 1
## 3764 0.057142857 0.0000000 0.0 May 4 1 3
## 3765 0.010752688 37.6093548 0.0 May 2 2 1
## 3766 0.011118588 10.8018872 0.0 May 4 1 2
## 3767 0.100000000 0.0000000 0.0 May 1 8 3
## 3768 0.042083333 12.6534375 0.0 May 3 2 3
## 3769 0.022549020 19.1127451 0.0 May 2 2 6
## 3770 0.026938057 0.0000000 0.8 May 2 2 7
## 3771 0.066666667 0.0000000 0.0 May 2 2 4
## 3772 0.028205128 0.0000000 0.0 May 3 2 6
## 3773 0.028571429 16.7065714 0.0 May 2 2 3
## 3774 0.013043478 0.0000000 0.0 May 2 2 4
## 3775 0.026388889 0.0000000 0.4 May 2 4 2
## 3776 0.180000000 0.0000000 0.4 May 1 2 2
## 3777 0.025000000 0.0000000 0.8 May 1 2 3
## 3778 0.050000000 0.0000000 0.0 May 3 3 3
## 3779 0.014285714 59.9880000 0.0 May 2 2 1
## 3780 0.020652174 7.0914783 0.0 May 3 2 3
## 3781 0.022222222 0.0000000 0.2 May 2 2 1
## 3782 0.017482517 0.0000000 0.0 May 2 6 2
## 3783 0.004266667 0.0000000 0.0 May 3 3 1
## 3784 0.200000000 0.0000000 0.0 May 3 2 1
## 3785 0.092857143 0.0000000 0.0 May 2 4 2
## 3786 0.157142857 0.0000000 0.6 May 3 2 1
## 3787 0.012500000 0.0000000 0.0 May 3 2 6
## 3788 0.057142857 0.0000000 0.0 May 1 1 1
## 3789 0.013428813 14.7591159 0.0 May 2 2 5
## 3790 0.073333333 0.0000000 0.0 May 3 2 1
## 3791 0.033333333 0.0000000 0.0 May 2 2 1
## 3792 0.040000000 0.0000000 0.0 May 2 2 1
## 3793 0.059523810 0.0000000 0.8 May 3 2 1
## 3794 0.057142857 0.0000000 0.0 May 1 1 6
## 3795 0.074074074 0.0000000 0.4 May 3 2 2
## 3796 0.013931624 0.0000000 0.2 May 1 1 3
## 3797 0.013333333 0.0000000 0.0 May 1 1 1
## 3798 0.018181818 72.7880000 0.4 May 1 1 1
## 3799 0.100000000 0.0000000 0.0 May 2 2 3
## 3800 0.014285714 14.5542857 0.0 May 2 2 3
## 3801 0.014285714 0.0000000 0.0 May 3 2 1
## 3802 0.030226481 11.1926341 0.0 May 1 1 1
## 3803 0.013333333 0.0000000 0.0 May 3 2 7
## 3804 0.038405797 0.0000000 0.0 May 3 2 4
## 3805 0.038333333 0.0000000 0.6 May 2 4 1
## 3806 0.011320755 0.0000000 0.0 May 2 2 4
## 3807 0.022025900 0.0000000 0.4 May 2 2 3
## 3808 0.059095640 2.3949180 0.0 May 2 2 6
## 3809 0.032291667 0.0000000 0.0 May 2 2 4
## 3810 0.027083333 0.0000000 0.8 May 2 2 3
## 3811 0.016000000 0.0000000 0.0 May 1 1 1
## 3812 0.002597403 13.3633247 0.0 May 3 2 6
## 3813 0.015649351 27.7134000 0.0 May 3 2 1
## 3814 0.050000000 0.0000000 0.6 May 2 4 1
## 3815 0.005858586 0.0000000 0.0 May 2 2 2
## 3816 0.017391304 64.3304348 0.0 May 2 2 9
## 3817 0.154761905 0.0000000 0.8 May 3 2 7
## 3818 0.012612613 102.3538378 0.0 May 2 5 7
## 3819 0.040000000 0.0000000 0.0 May 2 2 3
## 3820 0.070833333 0.0000000 0.6 May 3 2 1
## 3821 0.022222222 0.0000000 0.0 May 1 1 1
## 3822 0.012500000 0.0000000 0.0 May 3 2 4
## 3823 0.001234568 0.0000000 0.0 May 1 1 3
## 3824 0.007142857 0.0000000 0.0 May 2 2 1
## 3825 0.014285714 0.0000000 0.0 May 2 4 1
## 3826 0.018181818 100.0963636 0.0 May 2 2 1
## 3827 0.025308642 0.0000000 0.6 May 1 8 3
## 3828 0.018750000 0.0000000 0.0 May 2 2 1
## 3829 0.045438596 0.0000000 0.8 May 3 2 8
## 3830 0.029629630 0.0000000 0.0 May 2 4 3
## 3831 0.022295918 0.0000000 0.8 May 4 1 1
## 3832 0.022222222 0.0000000 0.0 May 2 2 1
## 3833 0.004545455 0.0000000 0.0 May 2 5 1
## 3834 0.037500000 0.0000000 0.0 May 2 4 4
## 3835 0.001470588 0.0000000 0.0 May 2 2 7
## 3836 0.006451613 0.0000000 0.0 May 2 2 9
## 3837 0.057142857 0.0000000 0.0 May 2 4 3
## 3838 0.039814815 0.0000000 0.8 May 2 2 4
## 3839 0.066666667 0.0000000 0.0 May 2 2 1
## 3840 0.050000000 0.0000000 0.0 May 1 1 6
## 3841 0.018750000 0.0000000 0.2 May 1 8 3
## 3842 0.050000000 0.0000000 0.0 May 2 2 4
## 3843 0.041898148 0.0000000 1.0 May 3 2 3
## 3844 0.025000000 0.0000000 0.0 May 1 1 4
## 3845 0.085714286 0.0000000 0.6 May 2 2 3
## 3846 0.100000000 0.0000000 0.4 May 4 1 4
## 3847 0.022947455 13.4024759 0.0 May 2 2 1
## 3848 0.045198413 18.6633333 0.0 May 3 2 4
## 3849 0.022727273 0.0000000 0.6 May 3 2 1
## 3850 0.028576998 8.9035579 0.0 May 2 2 3
## 3851 0.005789474 0.0000000 1.0 May 1 8 1
## 3852 0.183333333 0.0000000 0.6 May 2 2 3
## 3853 0.030172414 0.0000000 0.0 May 4 2 3
## 3854 0.019159146 9.1397608 0.0 May 2 2 1
## 3855 0.200000000 0.0000000 0.0 May 2 2 6
## 3856 0.012500000 0.0000000 0.0 May 2 2 3
## 3857 0.072222222 0.0000000 0.0 May 1 1 8
## 3858 0.024074074 0.0000000 0.8 May 2 6 1
## 3859 0.076470588 0.0000000 0.8 May 2 2 1
## 3860 0.034935897 0.0000000 0.0 May 2 7 1
## 3861 0.040000000 0.0000000 0.0 May 2 4 3
## 3862 0.100000000 0.0000000 0.0 May 1 1 1
## 3863 0.018798094 0.0000000 0.8 May 2 2 4
## 3864 0.025918367 5.4795323 0.6 May 4 2 8
## 3865 0.005026455 31.3188571 0.0 May 2 2 6
## 3866 0.005882353 0.0000000 0.0 May 2 5 2
## 3867 0.042857143 0.0000000 0.2 May 3 2 1
## 3868 0.031388889 0.0000000 0.0 May 4 1 4
## 3869 0.008746356 0.0000000 0.2 May 2 2 3
## 3870 0.013333333 19.7853333 0.0 May 3 2 4
## 3871 0.200000000 0.0000000 0.8 May 4 1 1
## 3872 0.063214286 0.0000000 0.8 May 2 4 3
## 3873 0.016722783 7.1081481 0.0 May 2 2 3
## 3874 0.009523810 0.0000000 0.0 May 1 1 1
## 3875 0.039042146 0.0000000 1.0 May 2 2 3
## 3876 0.025444444 0.0000000 0.6 May 2 2 6
## 3877 0.015196078 9.8776471 0.0 May 2 4 3
## 3878 0.030000000 0.0000000 0.0 May 1 1 6
## 3879 0.005000000 0.0000000 0.0 May 2 2 2
## 3880 0.016666667 0.0000000 0.8 May 2 2 3
## 3881 0.030146368 6.1476338 0.0 May 3 2 3
## 3882 0.041944444 0.0000000 0.4 May 2 4 7
## 3883 0.013043478 4.4303478 0.2 May 2 6 2
## 3884 0.045000000 0.0000000 0.0 May 1 1 1
## 3885 0.030795428 12.4403075 0.0 May 2 4 4
## 3886 0.069892473 0.0000000 0.6 May 1 1 1
## 3887 0.046875000 0.0000000 0.0 May 1 1 1
## 3888 0.033333333 0.0000000 0.0 May 2 10 5
## 3889 0.033760684 5.6895541 0.0 May 2 2 1
## 3890 0.024751180 2.3231622 0.2 May 3 2 1
## 3891 0.037500000 0.0000000 0.4 May 2 2 3
## 3893 0.006976744 0.0000000 0.8 May 2 6 1
## 3894 0.075000000 0.0000000 0.0 May 4 1 3
## 3895 0.011470588 0.0000000 0.0 May 2 2 1
## 3896 0.008333333 45.6125000 0.0 May 3 2 7
## 3897 0.016080586 3.9260141 0.0 May 3 2 6
## 3898 0.012246300 1.7868191 0.0 May 2 2 3
## 3899 0.019247312 8.1261935 0.0 May 2 2 1
## 3900 0.011111111 115.9800000 0.0 May 2 2 6
## 3901 0.016666667 0.0000000 0.0 May 1 1 7
## 3902 0.133333333 0.0000000 0.0 May 3 2 1
## 3903 0.040740741 0.0000000 0.0 May 1 1 5
## 3904 0.038095238 0.0000000 0.0 May 1 1 3
## 3905 0.078571429 0.0000000 0.8 May 2 6 1
## 3906 0.018181818 0.0000000 0.0 May 1 1 4
## 3907 0.007758621 0.0000000 0.0 May 2 6 2
## 3908 0.072727273 0.0000000 0.8 May 2 2 1
## 3909 0.025000000 0.0000000 0.0 May 2 2 3
## 3910 0.200000000 0.0000000 0.0 May 3 2 6
## 3911 0.012500000 0.0000000 0.0 May 1 1 5
## 3912 0.037500000 0.0000000 0.0 May 4 1 7
## 3913 0.029074729 2.9922678 1.0 May 2 2 6
## 3914 0.200000000 0.0000000 0.0 May 1 1 4
## 3915 0.042857143 0.0000000 0.4 May 2 2 4
## 3916 0.026415094 0.0000000 0.4 May 2 2 3
## 3917 0.006415344 0.0000000 0.0 May 1 1 1
## 3918 0.015775776 2.7974147 0.4 May 2 2 8
## 3919 0.018068783 0.0000000 1.0 May 1 1 7
## 3920 0.023611111 0.0000000 0.0 May 2 10 6
## 3921 0.006451613 42.9561290 0.0 May 2 2 1
## 3922 0.055555556 0.0000000 0.0 May 2 2 4
## 3923 0.021451247 0.0000000 0.0 May 2 2 5
## 3924 0.007692308 4.2728077 0.0 May 2 2 1
## 3925 0.016621682 2.7904737 0.0 May 2 2 5
## 3926 0.111111111 0.0000000 0.0 May 1 2 1
## 3927 0.080000000 0.0000000 1.0 May 2 2 3
## 3928 0.100000000 0.0000000 0.8 May 1 1 4
## 3929 0.033333333 0.0000000 0.0 May 2 2 3
## 3930 0.029851908 12.7624313 1.0 May 2 2 2
## 3931 0.015404896 0.0000000 0.4 May 2 2 8
## 3932 0.097777778 0.0000000 0.8 May 3 2 3
## 3933 0.200000000 0.0000000 0.0 May 1 1 4
## 3934 0.050000000 0.0000000 0.0 May 3 2 1
## 3935 0.015384615 31.7584615 0.0 May 2 2 9
## 3936 0.007142857 0.0000000 0.8 May 2 2 1
## 3937 0.035239899 0.0000000 0.0 May 2 2 4
## 3938 0.009577934 0.0000000 0.0 May 4 2 3
## 3939 0.004545455 0.0000000 0.0 May 1 2 3
## 3940 0.010000000 0.0000000 0.0 May 1 1 1
## 3941 0.166666667 0.0000000 1.0 May 3 2 1
## 3942 0.039560440 0.0000000 0.8 May 2 2 4
## 3943 0.023076923 0.0000000 0.0 May 2 4 3
## 3944 0.100000000 0.0000000 0.0 May 2 5 1
## 3945 0.007142857 42.8905714 0.0 May 2 2 1
## 3946 0.057142857 0.0000000 0.0 May 2 2 1
## 3947 0.024358974 0.0000000 0.0 May 2 4 1
## 3948 0.006382979 107.2170213 0.0 May 2 2 2
## 3949 0.200000000 0.0000000 0.0 May 2 2 3
## 3950 0.052000000 0.0000000 0.0 May 2 2 1
## 3951 0.100000000 0.0000000 0.0 May 1 1 6
## 3952 0.022222222 40.4337778 0.0 May 2 2 1
## 3953 0.024214286 0.0000000 0.0 May 1 1 3
## 3954 0.016825397 0.0000000 0.0 May 1 1 1
## 3955 0.200000000 0.0000000 0.0 May 2 2 3
## 3956 0.007666667 37.6992000 0.0 May 1 1 1
## 3957 0.200000000 0.0000000 0.0 May 2 2 6
## 3958 0.040833333 0.0000000 0.0 May 1 1 2
## 3959 0.014285714 21.5880000 0.8 May 2 2 9
## 3960 0.066666667 0.0000000 0.0 May 1 1 6
## 3961 0.022222222 0.0000000 0.0 May 2 2 8
## 3962 0.020140056 0.0000000 0.0 May 2 2 1
## 3963 0.033333333 0.0000000 0.0 May 2 4 6
## 3964 0.058333333 0.0000000 0.4 May 2 2 1
## 3965 0.020000000 0.0000000 0.0 May 2 2 1
## 3966 0.074285714 0.0000000 0.0 May 2 4 7
## 3967 0.008090118 30.8092796 0.6 May 2 2 3
## 3968 0.018390805 17.2487011 0.0 May 2 2 2
## 3969 0.123809524 0.0000000 0.4 May 1 1 4
## 3970 0.001111111 48.8680000 0.0 May 1 1 8
## 3971 0.025000000 0.0000000 0.4 May 2 2 9
## 3972 0.022222222 0.0000000 0.6 May 1 1 1
## 3973 0.045454545 0.0000000 0.2 May 2 2 2
## 3974 0.063333333 0.0000000 0.6 May 2 2 1
## 3975 0.083333333 0.0000000 0.6 May 2 2 7
## 3976 0.026666667 0.0000000 0.2 May 2 2 1
## 3977 0.011494253 0.0000000 0.0 May 2 2 4
## 3978 0.020000000 0.0000000 0.0 May 3 2 2
## 3979 0.022222222 47.6556667 0.0 May 2 5 1
## 3980 0.045684431 0.0000000 0.0 May 2 2 7
## 3981 0.012500000 0.0000000 0.4 May 2 2 3
## 3982 0.021929825 0.0000000 0.0 May 2 2 5
## 3983 0.075000000 0.0000000 0.6 May 2 2 4
## 3984 0.088888889 0.0000000 0.0 May 2 2 3
## 3985 0.200000000 0.0000000 0.0 May 2 2 4
## 3986 0.155555556 0.0000000 0.0 May 1 1 4
## 3987 0.069444444 0.0000000 0.8 May 2 2 2
## 3988 0.021247740 0.0000000 0.8 May 3 2 1
## 3989 0.014285714 0.0000000 0.0 May 2 4 2
## 3990 0.044736842 0.0000000 0.8 May 2 2 1
## 3991 0.009572650 0.0000000 0.0 May 2 2 1
## 3992 0.010000000 0.0000000 0.2 May 2 2 4
## 3993 0.200000000 0.0000000 0.0 May 1 1 6
## 3994 0.020724638 0.0000000 0.0 May 2 5 1
## 3995 0.033333333 0.0000000 0.0 May 2 4 6
## 3996 0.025000000 0.0000000 0.0 May 1 1 3
## 3997 0.100000000 0.0000000 1.0 May 2 2 7
## 3998 0.010256410 0.0000000 0.6 May 1 2 1
## 3999 0.010061728 0.0000000 0.0 May 2 2 3
## 4000 0.022222222 0.0000000 0.0 May 1 1 8
## 4001 0.008912530 0.0000000 0.8 May 2 2 4
## 4002 0.066666667 0.0000000 0.2 May 1 1 3
## 4003 0.015384615 98.1369231 0.0 May 2 4 6
## 4004 0.100000000 0.0000000 0.0 May 2 2 2
## 4005 0.010526316 0.0000000 0.0 May 2 2 9
## 4006 0.028571429 53.9880000 0.0 May 2 2 2
## 4007 0.008695652 53.9880000 0.0 May 2 2 1
## 4008 0.013968254 10.4853333 0.0 May 2 2 2
## 4009 0.100000000 0.0000000 0.6 May 2 10 3
## 4010 0.036974790 0.0000000 0.0 May 2 4 3
## 4011 0.100000000 0.0000000 0.4 May 2 2 1
## 4012 0.087878788 8.3978182 0.0 May 2 2 1
## 4013 0.008333333 107.9400000 0.0 May 2 2 6
## 4014 0.020000000 0.0000000 0.6 May 1 1 1
## 4015 0.021290850 0.0000000 1.0 May 2 2 8
## 4016 0.066666667 0.0000000 0.2 May 2 2 2
## 4017 0.015811966 0.0000000 0.0 May 2 2 6
## 4018 0.066666667 0.0000000 0.8 May 1 1 8
## 4019 0.033333333 0.0000000 0.2 May 3 2 3
## 4020 0.066666667 0.0000000 0.0 May 2 2 1
## 4021 0.006896552 0.0000000 0.0 May 1 1 6
## 4022 0.014666667 10.0732800 0.0 May 2 2 8
## 4023 0.166666667 0.0000000 0.4 May 3 2 4
## 4024 0.008196721 48.7299563 0.0 May 2 4 8
## 4025 0.100000000 0.0000000 0.0 May 4 2 4
## 4026 0.052777778 0.0000000 0.4 May 2 2 1
## 4027 0.050940171 0.0000000 0.0 May 3 2 8
## 4028 0.017250000 24.2716500 0.0 May 2 2 4
## 4029 0.016666667 0.0000000 0.0 May 3 2 1
## 4030 0.014117647 0.0000000 0.0 May 4 1 1
## 4031 0.022696032 4.6294701 0.0 May 3 2 1
## 4032 0.039506173 8.8871111 1.0 May 2 2 1
## 4033 0.015686275 0.0000000 0.0 May 3 2 6
## 4034 0.100000000 0.0000000 1.0 May 1 2 3
## 4035 0.037500000 0.0000000 0.0 May 1 1 1
## 4036 0.019444444 0.0000000 0.0 May 3 2 4
## 4037 0.060000000 0.0000000 0.0 May 2 5 1
## 4038 0.030000000 0.0000000 0.0 May 2 7 7
## 4039 0.032692308 0.0000000 1.0 May 2 2 7
## 4040 0.200000000 0.0000000 0.0 May 2 2 5
## 4041 0.025000000 0.0000000 0.6 May 2 2 3
## 4042 0.086538462 0.0000000 0.8 May 2 2 3
## 4043 0.016129032 0.0000000 0.0 May 1 1 5
## 4044 0.032638889 22.7445833 0.4 May 3 2 6
## 4045 0.026666667 0.0000000 0.0 May 1 2 2
## 4046 0.034210526 0.0000000 0.6 May 2 2 5
## 4047 0.034920635 0.0000000 0.0 May 3 2 1
## 4048 0.034583333 0.0000000 0.6 May 1 1 1
## 4049 0.007142857 22.2745714 0.0 May 1 8 1
## 4050 0.016296296 25.3892593 0.0 May 2 2 1
## 4051 0.028571429 53.4745714 0.0 May 1 1 1
## 4052 0.050000000 0.0000000 0.8 May 3 2 3
## 4053 0.025423729 0.0000000 0.4 May 2 2 6
## 4054 0.200000000 0.0000000 0.0 May 1 1 9
## 4055 0.116666667 0.0000000 0.0 May 2 6 1
## 4056 0.034210526 0.0000000 0.0 May 2 2 7
## 4057 0.017705157 0.8604847 0.0 May 1 1 1
## 4058 0.012903226 0.0000000 0.0 May 2 2 7
## 4059 0.062962963 0.0000000 0.0 May 2 2 3
## 4060 0.042000000 0.0000000 0.0 May 2 2 7
## 4061 0.013546798 0.0000000 0.0 May 2 2 2
## 4062 0.033915963 0.0000000 0.0 May 2 2 6
## 4063 0.001704261 9.0730526 0.0 May 2 4 1
## 4064 0.100000000 0.0000000 0.0 May 2 2 1
## 4065 0.003508772 0.0000000 1.0 May 1 1 9
## 4066 0.002597403 5.0152727 0.0 May 2 4 3
## 4067 0.050000000 0.0000000 0.4 May 2 5 3
## 4068 0.008823529 0.0000000 0.6 May 2 2 8
## 4069 0.011312741 6.5880000 0.0 May 3 5 7
## 4070 0.001666667 173.4697917 0.0 May 2 2 9
## 4071 0.020312500 50.8297500 0.0 May 3 2 1
## 4072 0.050000000 0.0000000 0.0 May 2 2 8
## 4073 0.032380952 11.6948571 0.0 May 3 2 3
## 4074 0.093333333 0.0000000 0.8 May 3 2 4
## 4075 0.041176471 0.0000000 0.0 May 1 2 3
## 4076 0.029444444 24.4076444 0.0 May 2 4 2
## 4077 0.029444444 0.0000000 0.2 May 1 1 6
## 4078 0.010230908 0.0000000 0.0 May 2 2 3
## 4079 0.050000000 0.0000000 0.0 May 3 2 1
## 4080 0.133333333 0.0000000 0.0 May 2 2 2
## 4081 0.009090909 0.0000000 0.0 May 2 2 3
## 4082 0.002777778 0.0000000 0.0 May 2 2 4
## 4083 0.013333333 0.0000000 0.8 May 2 2 5
## 4084 0.017391304 0.0000000 0.0 May 2 2 1
## 4085 0.035087719 0.0000000 0.0 May 3 2 3
## 4086 0.050000000 0.0000000 0.0 May 2 4 1
## 4087 0.014814815 0.0000000 0.0 May 2 2 7
## 4088 0.052000000 0.0000000 0.0 May 2 2 1
## 4089 0.200000000 0.0000000 0.0 May 4 1 1
## 4090 0.016190476 0.0000000 0.0 May 2 2 3
## 4091 0.078571429 0.0000000 0.8 May 2 6 7
## 4092 0.100000000 0.0000000 0.0 May 1 1 1
## 4093 0.063888889 0.0000000 0.8 May 2 2 1
## 4094 0.006666667 0.0000000 0.0 May 1 1 4
## 4095 0.200000000 0.0000000 0.6 May 1 1 4
## 4096 0.033333333 0.0000000 0.0 May 2 2 1
## 4097 0.018181818 20.6083636 0.0 May 2 2 1
## 4098 0.090476190 10.3976000 1.0 May 2 2 7
## 4099 0.022173913 0.0000000 0.0 May 2 2 1
## 4100 0.010344828 0.0000000 0.0 May 1 1 1
## 4101 0.026923077 0.0000000 0.4 May 2 4 9
## 4102 0.015384615 0.0000000 0.0 May 2 10 1
## 4103 0.043589744 0.0000000 0.0 May 2 2 6
## 4104 0.071111111 0.0000000 0.2 May 3 2 4
## 4105 0.028571429 0.0000000 0.0 May 2 2 5
## 4106 0.011594203 0.0000000 0.0 May 3 2 2
## 4107 0.014476190 0.0000000 0.0 May 2 2 1
## 4108 0.010884354 0.0000000 0.0 May 3 2 4
## 4109 0.022102102 0.0000000 0.4 May 2 2 2
## 4110 0.034151181 0.9369792 0.4 May 3 2 1
## 4111 0.026666667 0.0000000 0.4 May 2 2 6
## 4112 0.004166667 0.0000000 0.6 May 2 2 3
## 4113 0.007801418 71.4659787 0.0 May 2 2 2
## 4114 0.040441176 0.0000000 0.4 May 1 1 1
## 4115 0.008600444 0.0000000 0.0 May 2 2 3
## 4116 0.014626073 3.3484077 0.0 May 2 4 1
## 4117 0.052777778 0.0000000 1.0 May 1 1 1
## 4118 0.133333333 0.0000000 0.4 May 2 2 1
## 4119 0.025793651 26.3434348 0.4 May 3 2 6
## 4120 0.012500000 0.0000000 0.8 May 2 2 7
## 4121 0.012962963 0.0000000 0.0 May 3 2 1
## 4122 0.025000000 0.0000000 0.0 May 1 1 8
## 4123 0.025000000 45.4895000 0.8 May 1 1 6
## 4124 0.050000000 0.0000000 0.0 May 2 2 4
## 4125 0.020000000 32.3820000 0.0 May 2 2 2
## 4126 0.031666667 0.0000000 0.0 May 1 1 1
## 4127 0.040000000 0.0000000 0.2 May 2 2 3
## 4128 0.020000000 44.3880000 0.0 May 2 2 3
## 4129 0.150000000 0.0000000 0.0 May 1 1 1
## 4130 0.016049383 0.0000000 0.0 May 2 2 3
## 4131 0.006407828 14.8513125 0.0 May 2 2 7
## 4132 0.020000000 0.0000000 0.0 May 1 1 8
## 4133 0.014285714 0.0000000 0.0 May 2 10 8
## 4134 0.014285714 0.0000000 0.0 May 1 1 4
## 4135 0.007692308 26.5935385 0.2 May 2 10 1
## 4136 0.066666667 0.0000000 0.0 May 1 1 1
## 4137 0.200000000 0.0000000 0.2 May 1 1 4
## 4138 0.050877193 0.0000000 0.6 May 3 2 6
## 4139 0.066666667 0.0000000 0.0 May 1 1 1
## 4140 0.033227513 0.0000000 0.6 May 2 10 3
## 4141 0.085416667 0.0000000 0.0 May 3 2 3
## 4142 0.026666667 0.0000000 0.0 May 1 1 2
## 4143 0.200000000 0.0000000 0.0 May 2 10 3
## 4144 0.038194444 0.0000000 0.0 May 3 2 5
## 4145 0.050000000 0.0000000 0.2 May 2 2 4
## 4146 0.083333333 0.0000000 0.2 May 2 2 2
## 4147 0.031932773 0.0000000 1.0 May 1 1 3
## 4148 0.007017544 70.0182632 0.0 May 2 2 1
## 4149 0.054930556 0.0000000 1.0 May 2 2 1
## 4150 0.066666667 0.0000000 0.0 May 2 2 3
## 4151 0.029643028 0.0000000 0.8 May 1 1 1
## 4152 0.060344828 0.0000000 0.0 May 2 2 1
## 4153 0.200000000 0.0000000 0.8 May 2 2 3
## 4154 0.019142857 16.1241600 0.0 May 1 8 1
## 4155 0.002173913 0.0000000 0.0 May 1 1 1
## 4156 0.023593750 0.0000000 0.8 May 2 5 4
## 4157 0.088888889 0.0000000 1.0 May 3 2 4
## 4158 0.005452381 0.0000000 0.0 May 3 2 3
## 4159 0.068055556 0.0000000 0.0 May 3 2 4
## 4160 0.040000000 0.0000000 0.2 May 2 2 6
## 4161 0.018181818 56.6236364 0.0 May 2 2 1
## 4162 0.030769231 0.0000000 0.6 May 3 2 9
## 4163 0.012918871 5.9214821 0.0 May 2 2 3
## 4165 0.028571429 0.0000000 0.0 May 2 2 1
## 4166 0.019047619 0.0000000 0.0 May 2 2 1
## 4167 0.043870968 0.0000000 0.2 May 2 2 1
## 4168 0.175000000 0.0000000 0.4 May 2 2 1
## 4169 0.060000000 0.0000000 0.6 May 1 1 1
## 4170 0.004545455 0.0000000 0.0 May 1 1 2
## 4171 0.200000000 0.0000000 0.8 May 3 2 2
## 4172 0.063636364 0.0000000 0.8 May 2 2 1
## 4173 0.015972222 0.0000000 0.0 May 1 1 1
## 4174 0.020381594 8.0228395 0.6 May 2 2 3
## 4175 0.018140590 0.0000000 0.8 May 3 2 1
## 4176 0.100000000 0.0000000 0.0 May 1 1 1
## 4177 0.192307692 0.0000000 0.8 May 3 2 1
## 4178 0.055555556 0.0000000 0.0 May 3 2 8
## 4179 0.200000000 0.0000000 0.0 May 3 2 1
## 4180 0.022222222 0.0000000 0.0 May 2 4 1
## 4181 0.023297491 6.4026129 0.0 May 2 2 4
## 4182 0.019756839 0.0000000 0.0 May 3 2 7
## 4184 0.005882353 62.0788235 0.0 May 2 2 1
## 4185 0.015151515 48.8640000 0.0 May 2 2 3
## 4186 0.003030303 57.4740000 0.0 May 2 2 5
## 4187 0.200000000 0.0000000 0.0 May 3 2 2
## 4188 0.034154351 0.0000000 0.4 May 2 4 3
## 4189 0.142857143 0.0000000 0.8 May 2 6 6
## 4190 0.018918919 9.5974054 0.6 May 2 2 1
## 4191 0.019263449 0.0000000 0.4 May 1 1 1
## 4192 0.028298931 10.4543768 1.0 May 2 2 1
## 4193 0.032653061 0.0000000 0.0 May 1 1 1
## 4194 0.020659075 2.5249940 0.2 May 2 2 3
## 4195 0.003492063 79.0000000 0.6 May 2 4 4
## 4196 0.040000000 0.0000000 0.0 May 2 4 7
## 4197 0.026666667 0.0000000 0.0 May 2 2 7
## 4198 0.012903226 0.0000000 0.0 May 2 2 8
## 4199 0.025000000 0.0000000 0.6 May 2 2 3
## 4200 0.029411765 0.0000000 0.2 May 2 2 1
## 4201 0.022500000 0.0000000 0.0 May 2 5 6
## 4202 0.084722222 0.0000000 0.0 May 3 2 1
## 4203 0.013383838 0.0000000 0.0 May 3 2 3
## 4204 0.050000000 0.0000000 0.8 May 2 2 4
## 4205 0.028571429 0.0000000 0.0 May 3 2 1
## 4206 0.058333333 0.0000000 0.0 May 2 2 4
## 4207 0.030213239 0.0000000 0.0 May 2 2 2
## 4208 0.011111111 8.6043913 0.0 May 3 3 5
## 4209 0.046666667 0.0000000 0.6 May 3 2 6
## 4210 0.044117647 0.0000000 0.0 May 2 2 1
## 4211 0.050000000 0.0000000 0.0 May 3 2 1
## 4212 0.050000000 0.0000000 0.8 May 2 2 7
## 4213 0.019555556 0.0000000 0.0 May 2 2 3
## 4214 0.111111111 0.0000000 0.0 May 3 2 8
## 4215 0.057142857 0.0000000 0.8 May 2 5 1
## 4216 0.034000000 0.0000000 0.8 May 2 5 2
## 4217 0.031111111 19.3482667 0.0 May 2 2 6
## 4218 0.013636364 0.0000000 0.0 May 2 2 1
## 4219 0.057142857 0.0000000 0.0 May 2 2 1
## 4220 0.024166667 0.0000000 1.0 May 3 2 4
## 4221 0.018461538 13.9967692 0.0 May 2 5 7
## 4222 0.100000000 0.0000000 0.0 May 3 2 4
## 4223 0.005555556 23.3216667 0.0 May 2 2 4
## 4224 0.004761905 0.0000000 0.0 May 2 2 1
## 4225 0.200000000 0.0000000 0.0 May 3 2 9
## 4226 0.025000000 0.0000000 0.0 May 2 2 2
## 4227 0.014673582 3.3828768 0.4 May 2 2 1
## 4228 0.018181818 0.0000000 0.4 May 3 2 1
## 4229 0.024747475 0.0000000 1.0 May 3 3 3
## 4230 0.023180828 2.1724314 0.8 May 1 1 3
## 4231 0.014871795 0.0000000 0.0 May 1 1 4
## 4233 0.010056926 17.0592258 0.8 May 2 2 3
## 4234 0.061538462 0.0000000 0.4 May 2 2 3
## 4235 0.016427739 7.9755000 0.0 May 2 2 1
## 4236 0.016444444 0.0000000 0.8 May 2 2 3
## 4237 0.033333333 0.0000000 0.8 May 2 2 3
## 4238 0.050000000 0.0000000 0.0 May 1 2 2
## 4239 0.025000000 0.0000000 0.0 May 1 1 4
## 4240 0.034338624 0.0000000 0.0 May 2 4 4
## 4241 0.200000000 0.0000000 0.0 May 2 10 3
## 4242 0.023809524 0.0000000 0.6 May 3 2 1
## 4243 0.034615385 0.0000000 0.8 May 2 4 1
## 4244 0.075000000 0.0000000 0.6 May 2 2 3
## 4245 0.032173913 0.0000000 0.0 May 2 5 5
## 4246 0.010869841 8.9265986 0.0 May 2 2 1
## 4247 0.004761905 0.0000000 0.0 May 3 2 2
## 4248 0.021296296 23.6194815 0.0 May 1 1 3
## 4249 0.026619133 0.0000000 0.0 May 3 2 5
## 4250 0.001470588 53.9880000 0.6 May 6 2 9
## 4251 0.016666667 0.0000000 0.2 May 2 2 6
## 4252 0.008000000 0.0000000 0.0 May 2 2 9
## 4253 0.043750000 0.0000000 0.0 May 3 2 1
## 4254 0.008837606 0.0000000 0.0 May 2 2 1
## 4255 0.066666667 0.0000000 0.4 May 2 2 1
## 4256 0.116666667 0.0000000 0.8 May 2 2 5
## 4257 0.083333333 0.0000000 0.2 May 2 2 5
## 4258 0.020052948 0.0000000 0.0 May 3 2 3
## 4259 0.033333333 0.0000000 1.0 May 2 2 6
## 4260 0.012765957 19.2975319 0.6 May 2 2 1
## 4261 0.023074581 16.6702274 0.0 May 2 2 7
## 4262 0.050000000 0.0000000 0.0 May 2 2 7
## 4263 0.012307692 0.0000000 0.0 May 3 2 1
## 4264 0.013341952 12.2741949 0.8 May 3 3 3
## 4265 0.033333333 0.0000000 0.2 May 4 1 1
## 4266 0.043307169 3.2416531 0.6 May 2 2 1
## 4267 0.004761905 0.0000000 0.0 May 1 1 1
## 4268 0.064000000 0.0000000 1.0 May 3 2 1
## 4269 0.030865335 4.7695668 0.6 May 3 2 1
## 4270 0.026587302 0.0000000 0.0 May 2 2 7
## 4271 0.133333333 0.0000000 0.0 May 2 2 3
## 4272 0.009523810 18.2742857 0.0 May 2 2 1
## 4273 0.032765957 0.0000000 0.0 May 2 2 8
## 4274 0.012903226 0.0000000 0.0 May 2 2 2
## 4275 0.057142857 0.0000000 0.8 May 4 2 1
## 4276 0.038918919 3.0643784 0.0 May 2 2 1
## 4277 0.009523810 0.0000000 0.0 May 1 1 6
## 4278 0.011111111 25.1090000 0.0 May 3 2 1
## 4279 0.016642012 10.1136090 0.0 May 2 2 3
## 4280 0.045192308 20.3796497 0.0 May 1 1 1
## 4281 0.020000000 0.0000000 0.0 May 2 2 6
## 4282 0.044444444 0.0000000 0.0 May 2 2 1
## 4283 0.018181818 50.3880000 0.0 May 1 1 1
## 4284 0.005128205 0.0000000 0.4 May 2 2 9
## 4285 0.022222222 0.0000000 0.0 May 2 10 3
## 4286 0.018421053 6.8121053 0.0 May 2 4 2
## 4287 0.010416667 0.0000000 0.0 May 2 4 7
## 4288 0.050000000 0.0000000 0.0 May 2 5 3
## 4289 0.100000000 0.0000000 0.0 May 2 2 3
## 4290 0.066666667 0.0000000 0.0 May 2 2 1
## 4291 0.026666667 0.0000000 0.0 May 2 6 6
## 4292 0.200000000 0.0000000 0.8 May 3 2 3
## 4293 0.108333333 0.0000000 0.0 May 3 2 6
## 4294 0.004347826 72.3020870 0.0 May 2 2 1
## 4295 0.115789474 0.0000000 0.8 May 2 2 2
## 4296 0.017105263 0.0000000 0.0 May 1 1 3
## 4297 0.051190476 0.0000000 0.0 May 2 2 1
## 4298 0.036507937 0.0000000 0.6 May 2 2 3
## 4299 0.177777778 0.0000000 0.0 May 2 2 2
## 4300 0.011662763 8.1840951 0.0 May 3 2 1
## 4301 0.018181818 0.0000000 0.0 May 2 2 6
## 4302 0.009109731 0.0000000 0.0 May 2 10 4
## 4303 0.021288981 27.7417716 0.0 May 2 5 3
## 4304 0.020000000 55.8486000 0.0 May 2 2 1
## 4305 0.030769231 0.0000000 1.0 May 3 2 3
## 4306 0.014000000 0.0000000 0.8 May 3 2 1
## 4307 0.045986395 0.0000000 0.0 May 1 1 6
## 4308 0.011764706 39.1860000 0.0 May 2 2 3
## 4309 0.009090909 17.8080000 0.0 May 2 2 8
## 4310 0.096000000 0.0000000 1.0 May 3 2 3
## 4311 0.042857143 0.0000000 1.0 May 2 2 3
## 4312 0.111111111 0.0000000 0.8 May 2 2 6
## 4313 0.030769231 0.0000000 0.0 May 2 2 6
## 4314 0.066666667 22.8963636 0.0 May 2 2 1
## 4315 0.066666667 0.0000000 0.0 May 2 2 2
## 4316 0.022222222 0.0000000 0.0 May 3 2 2
## 4317 0.010732401 3.3581333 0.0 May 1 1 3
## 4318 0.055555556 15.1841250 0.6 May 2 2 4
## 4319 0.024285714 7.6093714 0.2 May 2 2 6
## 4320 0.079573935 0.0000000 0.6 May 2 2 3
## 4321 0.030769231 0.0000000 0.0 May 1 1 1
## 4322 0.013153595 0.0000000 0.2 May 1 1 1
## 4323 0.040000000 0.0000000 0.0 May 1 1 3
## 4324 0.031250000 0.0000000 0.0 May 1 1 8
## 4325 0.016666667 0.0000000 0.4 May 2 2 1
## 4326 0.019047619 0.0000000 0.0 May 2 4 8
## 4327 0.032017551 16.1633333 0.0 May 2 2 2
## 4328 0.024444444 0.0000000 0.0 May 1 1 1
## 4329 0.200000000 0.0000000 0.0 May 3 2 6
## 4330 0.007272727 13.1114545 0.0 May 2 2 5
## 4331 0.100000000 0.0000000 0.8 May 2 4 1
## 4332 0.032132434 0.0000000 0.8 May 2 2 6
## 4333 0.004545455 16.5390909 0.0 May 2 2 4
## 4334 0.028888889 0.0000000 0.6 May 2 2 7
## 4335 0.100000000 0.0000000 0.0 May 2 2 3
## 4336 0.100000000 0.0000000 0.0 May 2 2 2
## 4337 0.033333333 0.0000000 0.0 May 2 2 4
## 4338 0.025000000 0.0000000 0.8 May 1 1 4
## 4339 0.074000000 0.0000000 0.2 May 1 8 1
## 4340 0.002941176 68.3760000 0.0 May 1 1 5
## 4341 0.036923077 0.0000000 0.2 May 2 2 1
## 4342 0.018707483 13.5306837 0.0 May 2 2 7
## 4343 0.100000000 0.0000000 0.0 May 2 4 3
## 4345 0.060000000 0.0000000 1.0 May 1 2 9
## 4346 0.025000000 0.0000000 0.0 May 2 2 1
## 4347 0.022377452 9.8498165 0.0 May 2 4 3
## 4348 0.043750000 0.0000000 0.0 May 2 2 1
## 4349 0.011111111 0.0000000 0.0 May 3 3 4
## 4350 0.160000000 0.0000000 0.6 May 2 2 1
## 4351 0.015384615 0.0000000 0.0 May 2 2 1
## 4352 0.066666667 0.0000000 0.0 May 1 2 3
## 4353 0.015135135 8.8975946 0.0 May 2 2 3
## 4354 0.015180847 8.0526167 0.0 May 2 2 1
## 4355 0.007539683 0.0000000 0.0 May 2 2 7
## 4356 0.012500000 0.0000000 0.0 May 2 5 1
## 4357 0.200000000 0.0000000 0.0 May 2 5 2
## 4358 0.033333333 0.0000000 0.0 May 1 1 1
## 4359 0.023522862 54.0752411 0.0 May 4 2 3
## 4360 0.018193939 21.7647505 0.0 May 2 2 1
## 4361 0.009090909 54.9703636 0.0 May 2 2 4
## 4362 0.023492063 0.0000000 0.0 May 3 2 7
## 4363 0.002898551 0.0000000 0.0 May 3 2 1
## 4364 0.044444444 0.0000000 0.6 May 1 1 1
## 4365 0.097619048 0.0000000 0.8 May 3 2 3
## 4366 0.200000000 0.0000000 0.0 May 3 3 1
## 4367 0.066666667 0.0000000 0.0 May 1 1 1
## 4368 0.012500000 0.0000000 0.0 May 4 1 1
## 4369 0.020000000 0.0000000 0.0 May 1 2 3
## 4370 0.121568627 0.0000000 0.6 May 2 2 1
## 4371 0.028508772 7.1534211 0.0 May 2 2 1
## 4372 0.010526316 0.0000000 0.0 May 3 2 3
## 4373 0.016394300 8.0690277 0.0 May 2 2 2
## 4374 0.019230769 0.0000000 0.6 May 2 5 4
## 4376 0.030621469 9.1029374 0.0 May 2 2 1
## 4377 0.140000000 0.0000000 0.6 May 1 1 6
## 4378 0.150000000 0.0000000 0.2 May 3 3 2
## 4379 0.022907353 0.0000000 0.6 May 2 2 3
## 4380 0.003703704 0.0000000 0.0 May 2 2 3
## 4381 0.015000000 0.0000000 0.0 May 1 1 3
## 4382 0.038802798 2.4833898 0.2 May 2 2 3
## 4383 0.018181818 0.0000000 0.0 May 4 2 1
## 4384 0.012000000 0.0000000 0.0 May 2 2 9
## 4385 0.001158605 0.0000000 0.0 May 2 2 7
## 4386 0.066666667 0.0000000 0.0 May 2 5 6
## 4387 0.035555556 0.0000000 0.2 May 3 2 1
## 4388 0.052631579 0.0000000 0.0 May 2 2 3
## 4389 0.019682540 0.0000000 0.0 May 3 2 3
## 4390 0.013793103 0.0000000 0.2 May 2 2 1
## 4391 0.100000000 0.0000000 0.0 May 3 2 3
## 4392 0.008333333 0.0000000 0.0 May 2 2 4
## 4393 0.023529412 28.5278823 0.0 May 3 7 3
## 4394 0.003216374 0.0000000 0.0 May 3 2 1
## 4395 0.100000000 0.0000000 0.8 May 2 2 1
## 4396 0.038095238 0.0000000 0.6 May 2 4 1
## 4397 0.044444444 26.6577778 0.0 May 2 5 3
## 4398 0.038277778 0.0000000 0.0 May 2 2 8
## 4399 0.018264209 0.0000000 0.0 May 1 2 1
## 4400 0.200000000 0.0000000 0.0 May 2 2 8
## 4401 0.011111111 18.8440000 0.0 May 2 2 3
## 4402 0.023480903 0.0000000 0.6 May 2 2 7
## 4403 0.023529412 0.0000000 0.2 May 1 1 1
## 4405 0.010000000 0.0000000 1.0 May 2 2 1
## 4406 0.200000000 0.0000000 1.0 May 1 1 1
## 4407 0.002857143 0.0000000 0.0 May 3 2 1
## 4408 0.077192982 6.6249474 0.6 May 3 2 2
## 4409 0.009523810 0.0000000 0.0 May 2 5 3
## 4410 0.100000000 0.0000000 0.2 May 3 2 2
## 4411 0.080437158 0.0000000 1.0 May 3 2 3
## 4412 0.020105820 0.0000000 0.0 May 2 2 9
## 4413 0.001169591 0.0000000 0.0 May 1 2 4
## 4414 0.005000000 0.0000000 0.0 May 2 4 1
## 4415 0.027681159 0.0000000 0.6 May 1 1 3
## 4416 0.100000000 0.0000000 0.0 May 3 2 1
## 4417 0.023076923 0.0000000 1.0 May 1 1 1
## 4418 0.020000000 0.0000000 0.0 May 3 5 1
## 4419 0.008333333 0.0000000 0.0 May 2 2 1
## 4420 0.017133956 16.9404673 0.6 May 2 2 1
## 4421 0.046666667 0.0000000 0.6 May 3 2 1
## 4422 0.018888889 0.0000000 0.8 May 3 2 1
## 4423 0.039506173 0.0000000 0.6 May 2 2 7
## 4424 0.030341880 0.0000000 0.2 May 3 2 2
## 4425 0.042694343 0.0000000 0.0 May 3 2 1
## 4426 0.078431373 0.0000000 0.0 May 3 3 8
## 4428 0.022222222 0.0000000 0.2 May 3 2 8
## 4429 0.034586466 0.0000000 0.0 May 3 2 2
## 4430 0.033333333 0.0000000 0.0 May 3 2 2
## 4431 0.005729167 0.0000000 0.0 May 2 2 8
## 4432 0.015714286 59.9677714 0.2 May 1 1 4
## 4433 0.051282051 0.0000000 0.4 May 3 2 1
## 4434 0.023232323 14.7370909 0.2 May 2 2 4
## 4435 0.030510511 7.9415315 0.0 May 2 2 1
## 4436 0.012244898 5.1377143 0.0 May 4 1 4
## 4437 0.050000000 63.8910000 0.0 May 3 2 4
## 4438 0.018048780 6.5300488 0.0 May 2 2 1
## 4439 0.009090909 0.0000000 0.4 May 2 2 4
## 4440 0.047619048 10.6251429 0.6 May 2 2 1
## 4441 0.077777778 0.0000000 0.0 May 1 1 1
## 4442 0.039074074 0.0000000 0.0 May 2 2 4
## 4443 0.012500000 9.7402500 0.0 May 1 1 3
## 4444 0.009733401 8.8684490 0.0 May 2 5 3
## 4445 0.024666667 13.6749333 0.0 May 3 6 4
## 4446 0.042222222 0.0000000 0.8 May 1 1 1
## 4447 0.018087558 12.5991023 0.0 May 2 1 1
## 4448 0.028571429 26.9800000 0.0 May 2 4 3
## 4449 0.035555556 0.0000000 0.0 May 2 4 1
## 4450 0.017809524 3.9980000 0.6 May 3 2 4
## 4451 0.069736842 12.1521053 0.0 May 3 2 4
## 4452 0.043386243 0.0000000 0.0 May 1 1 1
## 4453 0.042105263 0.0000000 0.8 May 2 2 4
## 4454 0.005714286 0.0000000 0.0 May 3 2 3
## 4455 0.030000000 0.0000000 0.6 May 2 2 4
## 4456 0.066666667 0.0000000 0.0 May 4 1 1
## 4457 0.025000000 0.0000000 0.0 May 2 2 9
## 4458 0.200000000 0.0000000 0.8 May 2 4 1
## 4459 0.033333333 55.4850000 0.0 May 2 4 4
## 4460 0.028888889 0.0000000 0.6 May 2 2 1
## 4461 0.013333333 0.0000000 0.0 May 4 2 2
## 4462 0.200000000 0.0000000 0.0 May 1 2 1
## 4463 0.067323481 0.0000000 0.6 May 2 2 1
## 4465 0.045365079 0.0000000 0.8 May 2 10 2
## 4466 0.027777778 38.2094074 0.0 May 2 5 3
## 4467 0.021846847 5.6772865 0.4 May 2 5 2
## 4468 0.035897436 0.0000000 0.0 May 1 1 1
## 4469 0.200000000 0.0000000 0.0 May 2 5 1
## 4470 0.035937500 0.0000000 0.0 May 2 2 4
## 4471 0.040000000 0.0000000 0.0 May 3 2 3
## 4472 0.026666667 0.0000000 0.0 May 2 2 6
## 4473 0.051538462 0.0000000 0.0 May 3 2 3
## 4474 0.005555556 0.0000000 0.0 May 3 2 3
## 4475 0.010000000 0.0000000 0.0 May 2 5 2
## 4476 0.026383333 4.5476000 0.0 May 4 1 1
## 4477 0.036666667 0.0000000 0.6 May 2 2 3
## 4478 0.072222222 0.0000000 0.6 May 3 2 4
## 4479 0.025000000 0.0000000 0.0 May 3 2 1
## 4480 0.045833333 5.2447500 0.4 May 2 2 1
## 4481 0.108333333 0.0000000 0.6 May 2 2 1
## 4482 0.015384615 0.0000000 0.0 May 3 2 1
## 4483 0.050000000 0.0000000 0.8 May 2 2 6
## 4484 0.018742138 0.0000000 0.0 May 3 2 1
## 4485 0.040000000 0.0000000 0.0 May 1 1 3
## 4486 0.010714286 9.8651250 0.0 May 2 2 4
## 4487 0.040000000 0.0000000 0.0 May 2 2 4
## 4488 0.044444444 0.0000000 0.2 May 2 2 7
## 4489 0.008695652 43.8104348 0.0 May 2 2 2
## 4491 0.028330849 0.0000000 0.0 May 2 2 9
## 4492 0.018181818 0.0000000 0.0 May 2 5 9
## 4493 0.070000000 0.0000000 0.8 May 1 8 3
## 4494 0.026086957 69.2786087 0.0 May 2 2 1
## 4495 0.100000000 0.0000000 0.8 May 2 2 3
## 4496 0.010000000 0.0000000 0.0 May 2 2 1
## 4497 0.008024691 42.5033333 0.0 May 2 2 9
## 4498 0.200000000 0.0000000 0.0 May 1 8 2
## 4499 0.040000000 0.0000000 0.0 May 2 4 3
## 4500 0.100000000 0.0000000 0.2 May 3 2 3
## 4501 0.021250000 0.0000000 0.0 May 2 4 3
## 4502 0.006666667 0.0000000 0.0 May 2 6 1
## 4503 0.024548440 0.0000000 0.0 May 2 2 1
## 4504 0.050000000 0.0000000 0.4 May 2 2 6
## 4505 0.048148148 15.9468000 0.0 May 1 1 3
## 4506 0.017346939 0.0000000 0.0 May 1 2 3
## 4507 0.018750000 0.0000000 0.4 May 3 2 3
## 4508 0.200000000 0.0000000 0.0 May 2 5 6
## 4509 0.022727273 0.0000000 0.0 May 2 2 3
## 4510 0.038292564 8.5082375 0.0 May 2 2 3
## 4511 0.026666667 32.1908000 0.0 May 2 4 1
## 4512 0.043333333 0.0000000 0.0 May 2 2 9
## 4513 0.120000000 0.0000000 0.6 May 2 2 6
## 4514 0.022222222 0.0000000 0.0 May 2 2 7
## 4515 0.006250000 0.0000000 0.0 May 2 2 2
## 4516 0.017096460 5.7100613 0.0 May 2 2 3
## 4517 0.033717640 1.9141750 0.2 May 2 2 3
## 4518 0.054545455 0.0000000 0.0 May 2 2 2
## 4519 0.020740741 0.0000000 0.6 May 3 2 3
## 4520 0.023076923 31.2200000 0.0 May 3 2 8
## 4521 0.035693651 5.1851651 0.8 May 3 2 3
## 4522 0.006584897 1.0337640 0.0 May 2 2 3
## 4523 0.050000000 0.0000000 0.0 May 1 1 3
## 4524 0.012500000 24.7387500 0.0 May 2 2 5
## 4525 0.200000000 0.0000000 0.0 May 4 2 1
## 4526 0.200000000 0.0000000 0.4 May 1 1 7
## 4527 0.020000000 0.0000000 0.6 May 2 4 1
## 4528 0.083730159 0.0000000 1.0 May 2 2 1
## 4529 0.013178295 0.0000000 0.0 May 2 2 2
## 4530 0.010000000 91.2460000 0.0 May 2 4 1
## 4531 0.077843137 0.0000000 0.0 May 3 2 6
## 4532 0.022222222 0.0000000 1.0 May 6 2 3
## 4533 0.008461558 16.4842105 0.0 May 2 2 6
## 4534 0.033333333 0.0000000 0.6 May 2 2 1
## 4535 0.025000000 0.0000000 0.0 May 2 2 1
## 4536 0.075000000 0.0000000 0.0 May 3 2 6
## 4537 0.014814815 9.9916667 0.0 May 3 2 2
## 4538 0.200000000 0.0000000 0.0 May 4 2 3
## 4539 0.036666667 0.0000000 0.0 May 2 2 1
## 4540 0.003846154 0.0000000 0.0 May 2 6 1
## 4541 0.010310363 8.2565724 0.0 May 2 10 3
## 4542 0.016052227 0.0000000 0.8 May 2 5 1
## 4543 0.013333333 0.0000000 0.0 May 1 1 8
## 4544 0.050000000 0.0000000 0.0 May 2 2 1
## 4545 0.019676875 0.0000000 0.4 May 2 5 2
## 4546 0.038461538 0.0000000 0.2 May 2 2 3
## 4547 0.012121212 47.2606061 0.0 May 2 2 4
## 4548 0.016666667 0.0000000 0.8 May 2 2 3
## 4549 0.008333333 35.9800000 0.0 May 2 5 3
## 4550 0.026500000 0.0000000 0.0 May 2 5 1
## 4551 0.078938839 0.0000000 0.6 May 1 1 1
## 4552 0.017391304 0.0000000 0.0 May 2 2 1
## 4554 0.044444444 0.0000000 0.8 May 4 2 1
## 4555 0.028371212 0.0000000 0.0 May 3 2 3
## 4556 0.028376068 2.5615385 0.0 May 2 6 1
## 4557 0.017027417 0.0000000 0.0 May 2 2 1
## 4558 0.050000000 0.0000000 0.0 May 1 1 3
## 4559 0.004353234 49.3927164 0.0 May 4 5 3
## 4560 0.046264368 0.0000000 0.4 May 2 6 3
## 4561 0.007885305 11.4781290 0.0 May 2 2 4
## 4562 0.070000000 0.0000000 0.0 May 1 1 2
## 4563 0.071645022 0.0000000 0.0 May 3 2 1
## 4564 0.033333333 0.0000000 0.0 May 1 1 2
## 4565 0.025000000 17.5410000 1.0 May 2 2 2
## 4566 0.020000000 0.0000000 0.0 May 3 2 4
## 4567 0.008727273 0.0000000 0.0 May 2 10 1
## 4568 0.035714286 0.0000000 0.0 May 3 2 2
## 4569 0.031113658 0.0000000 0.0 May 3 2 1
## 4570 0.144444444 0.0000000 0.2 May 2 4 6
## 4571 0.011111111 0.0000000 0.0 May 1 8 9
## 4572 0.010000000 0.0000000 0.4 May 1 1 8
## 4573 0.044444444 0.0000000 0.0 May 2 2 8
## 4574 0.008035714 64.4618571 0.0 May 1 1 4
## 4575 0.021153846 0.0000000 0.0 May 3 2 8
## 4576 0.076190476 0.0000000 0.0 May 3 2 1
## 4577 0.022514620 12.1316199 0.0 May 4 1 6
## 4578 0.024642375 0.0000000 0.0 May 2 4 1
## 4579 0.055000000 0.0000000 0.0 May 3 2 6
## 4580 0.026086957 0.0000000 0.0 May 2 2 6
## 4581 0.005185185 0.0000000 0.0 May 2 2 1
## 4582 0.060000000 0.0000000 0.4 May 3 2 3
## 4583 0.033333333 0.0000000 0.0 May 2 2 2
## 4584 0.100000000 0.0000000 0.0 May 3 2 4
## 4585 0.011488014 0.0000000 0.0 May 2 4 4
## 4586 0.011764706 0.0000000 0.6 May 1 1 1
## 4587 0.031746032 0.0000000 0.0 May 2 6 2
## 4588 0.020000000 0.0000000 0.0 May 3 2 1
## 4589 0.030000000 0.0000000 0.0 May 1 1 4
## 4590 0.050000000 0.0000000 0.0 May 2 2 2
## 4591 0.046666667 0.0000000 0.0 May 1 1 3
## 4592 0.033064516 15.6580839 0.0 May 1 1 1
## 4593 0.003508772 0.0000000 0.0 May 2 2 6
## 4594 0.001923077 0.0000000 0.0 May 2 2 3
## 4595 0.025141026 0.0000000 0.0 May 3 2 8
## 4596 0.040000000 0.0000000 0.0 May 1 1 1
## 4597 0.062500000 0.0000000 0.0 May 2 2 1
## 4598 0.023148148 0.0000000 0.8 May 2 2 2
## 4599 0.012631579 16.1005263 0.0 May 2 2 2
## 4600 0.033333333 0.0000000 0.8 May 2 4 1
## 4601 0.007692308 0.0000000 0.0 May 2 2 7
## 4602 0.028059163 6.2210455 0.0 May 2 5 3
## 4603 0.033333333 0.0000000 0.0 May 2 2 5
## 4604 0.002380952 0.0000000 0.0 May 3 2 3
## 4605 0.029227053 0.0000000 0.6 May 2 10 9
## 4606 0.016666667 0.0000000 0.6 May 2 4 2
## 4607 0.022611111 7.9980000 0.8 May 2 2 7
## 4608 0.200000000 0.0000000 0.2 May 1 2 3
## 4609 0.027777778 0.0000000 0.0 May 2 5 2
## 4610 0.042121212 0.0000000 0.0 May 3 2 6
## 4611 0.071428571 0.0000000 0.0 May 2 2 3
## 4612 0.026666667 0.0000000 0.0 May 2 2 3
## 4613 0.014074074 0.0000000 0.6 May 2 2 1
## 4614 0.022222222 0.0000000 0.2 May 3 2 1
## 4615 0.033333333 0.0000000 0.0 May 1 1 2
## 4616 0.039827675 0.0000000 1.0 May 2 2 4
## 4617 0.021383053 5.1594622 0.8 May 2 2 7
## 4618 0.030555556 26.9850000 0.0 May 2 2 1
## 4619 0.011134752 0.0000000 0.6 May 2 2 3
## 4620 0.150000000 0.0000000 0.2 May 2 2 3
## 4621 0.088888889 0.0000000 0.0 May 2 2 9
## 4622 0.014912281 38.2035790 0.0 May 2 2 1
## 4623 0.039824561 26.5455000 0.0 May 3 2 1
## 4624 0.028571429 54.9800000 1.0 May 2 2 3
## 4625 0.029239766 0.0000000 0.6 May 1 2 1
## 4626 0.171428571 0.0000000 0.0 May 2 2 2
## 4627 0.046666667 0.0000000 0.8 May 2 2 2
## 4628 0.043939394 0.0000000 0.6 May 2 2 2
## 4629 0.034375000 0.0000000 0.0 May 1 1 2
## 4630 0.022134495 3.9841107 0.0 May 2 2 1
## 4631 0.017857143 5.7980000 0.0 May 2 2 1
## 4632 0.100000000 0.0000000 0.0 May 2 4 9
## 4633 0.020454545 5.9031818 0.0 May 2 2 5
## 4634 0.010000000 0.0000000 0.0 May 2 2 5
## 4635 0.050000000 0.0000000 0.0 May 2 4 4
## 4636 0.071428571 0.0000000 1.0 May 3 2 2
## 4637 0.150000000 0.0000000 0.6 May 1 1 3
## 4638 0.021690178 3.0767069 0.8 May 3 2 1
## 4639 0.111764706 0.0000000 0.6 May 2 2 1
## 4640 0.036363636 0.0000000 1.0 May 3 2 2
## 4641 0.133333333 0.0000000 0.0 May 2 2 2
## 4642 0.012500000 58.1056250 0.0 May 1 1 3
## 4643 0.011497494 64.0812632 0.0 May 2 2 2
## 4644 0.011111111 0.0000000 0.0 May 3 2 6
## 4645 0.050000000 0.0000000 0.0 May 2 4 3
## 4646 0.001388889 0.0000000 0.0 May 2 4 1
## 4647 0.024603175 0.0000000 0.0 May 2 2 2
## 4648 0.003296703 0.0000000 0.0 May 1 2 7
## 4649 0.040000000 0.0000000 0.0 May 2 4 7
## 4650 0.073333333 0.0000000 0.0 May 1 1 3
## 4651 0.054166667 0.0000000 1.0 May 3 2 6
## 4652 0.036774359 53.2226867 0.4 May 2 2 2
## 4653 0.011111111 0.0000000 0.0 May 1 1 1
## 4654 0.012500000 0.0000000 0.8 May 3 2 1
## 4655 0.047740113 7.7267797 0.4 May 2 2 3
## 4656 0.010385835 8.4956512 0.0 May 3 2 3
## 4657 0.023809524 12.5976667 0.0 May 4 1 1
## 4658 0.001081081 33.8477838 0.0 May 3 2 7
## 4659 0.010139398 1.9124222 0.0 May 4 2 3
## 4660 0.008333333 23.9880000 0.0 May 2 2 6
## 4661 0.100000000 0.0000000 0.8 May 2 2 1
## 4662 0.133333333 0.0000000 0.0 May 3 3 1
## 4663 0.044444444 0.0000000 0.6 May 2 2 3
## 4664 0.028571429 0.0000000 0.0 May 1 2 3
## 4665 0.033122363 5.7829882 0.4 May 2 2 1
## 4666 0.038541667 0.0000000 0.0 May 3 2 3
## 4667 0.058333333 0.0000000 1.0 May 2 5 7
## 4668 0.037500000 0.0000000 0.0 May 3 2 1
## 4669 0.006666667 0.0000000 0.0 May 2 2 5
## 4670 0.066666667 0.0000000 0.6 May 2 2 5
## 4671 0.021453423 11.2842750 0.0 May 3 2 1
## 4672 0.041666667 0.0000000 0.0 May 2 2 6
## 4673 0.112903226 0.0000000 0.8 May 2 2 3
## 4674 0.106206897 0.0000000 0.8 May 3 2 5
## 4675 0.010098420 1.5583814 1.0 May 2 2 1
## 4676 0.036363636 0.0000000 0.0 May 4 1 9
## 4677 0.008333333 0.0000000 0.6 May 2 2 4
## 4678 0.019298246 0.0000000 0.0 May 2 2 1
## 4679 0.012500000 0.0000000 0.0 May 1 1 1
## 4680 0.023529412 27.6640000 0.6 May 2 2 2
## 4681 0.029112554 0.0000000 0.0 May 3 2 1
## 4682 0.011252929 1.5348360 0.0 May 2 2 2
## 4683 0.013672300 0.0000000 0.0 May 3 2 4
## 4684 0.016666667 0.0000000 0.0 May 2 2 1
## 4685 0.014203612 0.0000000 0.6 May 2 2 1
## 4686 0.080000000 0.0000000 0.0 May 3 2 1
## 4687 0.023157895 0.0000000 0.0 May 2 2 3
## 4688 0.010526316 0.0000000 0.0 May 2 2 1
## 4689 0.019696970 0.0000000 0.8 May 2 2 4
## 4690 0.008333333 0.0000000 0.0 May 2 2 6
## 4691 0.100000000 0.0000000 0.0 May 2 2 3
## 4692 0.068750000 0.0000000 0.0 May 2 2 2
## 4693 0.200000000 0.0000000 0.6 May 2 2 6
## 4694 0.028052083 0.0000000 0.8 May 2 2 1
## 4695 0.030769231 32.4373846 0.0 May 1 1 3
## 4696 0.101042228 0.0000000 0.4 May 2 2 1
## 4697 0.015686275 0.0000000 0.0 May 2 6 9
## 4698 0.023763441 10.1700276 0.2 May 3 2 1
## 4699 0.027790788 0.0000000 0.0 May 2 2 3
## 4700 0.026086957 0.0000000 0.8 May 3 2 2
## 4701 0.013739852 24.0264549 0.0 May 3 2 9
## 4702 0.014285714 0.0000000 0.0 May 2 2 3
## 4703 0.014390244 33.9251122 0.0 May 4 1 3
## 4704 0.023611111 0.0000000 0.6 May 3 2 3
## 4705 0.003703704 0.0000000 0.0 May 2 2 3
## 4706 0.036607143 0.0000000 0.0 May 2 2 2
## 4707 0.012878788 20.8881818 1.0 May 3 2 1
## 4708 0.011965812 22.2040171 0.0 May 2 4 3
## 4709 0.040000000 0.0000000 0.0 May 3 3 1
## 4710 0.031730769 0.0000000 0.0 May 2 2 3
## 4711 0.003632479 0.0000000 0.0 May 3 2 6
## 4712 0.041666667 0.0000000 0.8 May 2 2 2
## 4713 0.066666667 0.0000000 1.0 May 3 2 1
## 4714 0.024416667 0.0000000 0.8 May 2 4 5
## 4715 0.021312784 0.0000000 0.4 May 3 2 3
## 4716 0.045833333 0.0000000 0.0 May 2 2 1
## 4717 0.004444444 0.0000000 0.0 May 2 2 4
## 4718 0.047619048 0.0000000 0.0 May 1 1 4
## 4719 0.033684211 0.0000000 0.8 May 2 2 2
## 4720 0.022177156 0.0000000 0.4 May 2 6 1
## 4721 0.048622222 0.0000000 0.8 May 2 2 1
## 4722 0.050000000 0.0000000 0.4 May 2 5 9
## 4723 0.061538462 0.0000000 0.6 May 2 5 9
## 4724 0.100000000 0.0000000 0.0 May 2 10 1
## 4725 0.020000000 0.0000000 0.8 May 1 1 7
## 4726 0.025634921 0.0000000 0.0 May 3 2 1
## 4727 0.085714286 0.0000000 0.6 May 2 2 2
## 4728 0.015384615 0.0000000 0.0 May 2 2 9
## 4729 0.022222222 0.0000000 0.0 May 1 1 8
## 4730 0.093333333 0.0000000 0.0 May 2 4 1
## 4731 0.030769231 0.0000000 0.4 May 2 2 5
## 4732 0.020833333 0.0000000 0.6 May 2 5 1
## 4733 0.012500000 0.0000000 0.0 May 1 1 6
## 4734 0.020000000 0.0000000 0.0 May 2 5 6
## 4735 0.108333333 0.0000000 0.0 May 3 2 1
## 4736 0.166666667 0.0000000 0.8 May 2 2 7
## 4737 0.072727273 0.0000000 0.6 May 1 1 1
## 4738 0.160000000 0.0000000 0.6 May 2 4 2
## 4739 0.075000000 0.0000000 1.0 May 1 1 1
## 4740 0.047619048 0.0000000 0.0 May 2 4 1
## 4741 0.006666667 0.0000000 0.0 May 1 2 1
## 4742 0.075000000 0.0000000 0.0 May 3 2 3
## 4743 0.042922078 3.2295182 1.0 May 2 2 6
## 4744 0.106666667 0.0000000 0.2 May 2 2 2
## 4745 0.039361702 0.0000000 0.0 May 2 2 3
## 4746 0.016666667 0.0000000 0.4 May 3 2 7
## 4747 0.004747475 12.6154343 0.0 May 2 2 5
## 4748 0.001282051 0.0000000 0.0 May 3 2 8
## 4749 0.034895833 0.0000000 0.6 May 1 1 1
## 4750 0.030083333 0.0000000 0.0 May 2 2 3
## 4751 0.030434783 27.8191304 0.0 May 1 1 3
## 4752 0.026731602 15.0258377 0.0 May 3 2 3
## 4753 0.029487179 0.0000000 0.0 May 1 1 4
## 4754 0.030769231 0.0000000 0.0 May 4 5 1
## 4755 0.040000000 0.0000000 0.0 May 1 8 1
## 4756 0.012500000 0.0000000 0.0 May 2 5 1
## 4757 0.108333333 0.0000000 0.0 May 1 1 3
## 4758 0.120000000 0.0000000 0.6 May 2 2 1
## 4759 0.026388889 8.4525000 0.0 May 1 1 1
## 4760 0.050000000 0.0000000 0.0 May 2 2 1
## 4761 0.030000000 0.0000000 0.0 May 1 1 6
## 4762 0.014285714 23.1300000 0.0 May 2 2 1
## 4763 0.033333333 0.0000000 0.0 May 2 2 6
## 4764 0.019786325 6.7830000 0.0 May 2 4 5
## 4765 0.017351598 11.8290411 0.8 May 2 2 1
## 4766 0.034615385 0.0000000 0.6 May 2 2 1
## 4767 0.067530864 0.0000000 0.0 May 3 2 2
## 4768 0.062500000 0.0000000 0.0 May 3 2 4
## 4769 0.017647059 0.0000000 0.8 May 2 2 1
## 4770 0.015432099 6.0767346 0.0 May 1 1 1
## 4771 0.005555556 0.0000000 0.0 May 3 2 6
## 4772 0.020000000 0.0000000 0.0 May 3 2 4
## 4773 0.094444444 0.0000000 0.0 May 1 1 1
## 4774 0.050000000 0.0000000 0.0 May 2 2 7
## 4775 0.011728395 19.1105000 0.0 May 2 2 4
## 4776 0.010344828 0.0000000 0.0 May 2 2 1
## 4777 0.025000000 23.2350000 0.0 May 1 1 1
## 4778 0.060877193 0.0000000 0.6 May 2 2 1
## 4779 0.027115142 0.0000000 0.6 May 2 5 2
## 4780 0.100000000 0.0000000 0.0 May 2 2 1
## 4781 0.032738095 22.9353107 0.6 May 1 1 1
## 4782 0.019559500 0.0000000 0.0 May 2 2 3
## 4783 0.050000000 0.0000000 0.0 May 2 4 3
## 4784 0.037130178 0.0000000 0.8 May 2 4 3
## 4785 0.028888889 4.1976000 0.0 May 2 2 8
## 4786 0.133333333 0.0000000 0.0 May 2 2 3
## 4787 0.005379499 0.9028357 0.0 May 2 2 3
## 4788 0.022222222 0.0000000 0.0 May 2 2 1
## 4789 0.023773007 0.0000000 1.0 May 3 2 2
## 4790 0.033333333 0.0000000 0.6 May 2 5 3
## 4791 0.022222222 36.2560000 0.4 May 2 2 5
## 4792 0.007407407 9.0653333 0.0 May 1 10 1
## 4793 0.050000000 0.0000000 0.8 May 2 2 5
## 4794 0.008064516 84.3066384 0.0 May 2 2 2
## 4795 0.014285714 0.0000000 0.6 May 2 2 2
## 4796 0.008484848 0.0000000 0.0 May 1 1 4
## 4797 0.045454545 0.0000000 0.0 May 2 2 4
## 4798 0.072222222 0.0000000 0.0 May 3 2 3
## 4799 0.012500000 0.0000000 0.0 May 2 6 3
## 4800 0.200000000 0.0000000 0.0 May 3 2 5
## 4801 0.010526316 28.0345263 0.2 May 2 2 2
## 4802 0.046071429 0.0000000 0.0 May 2 2 2
## 4803 0.020880682 0.0000000 0.0 May 3 2 5
## 4804 0.052318841 0.0000000 0.8 May 3 2 2
## 4805 0.075000000 0.0000000 0.0 May 3 2 3
## 4806 0.040000000 0.0000000 0.0 May 2 4 1
## 4807 0.100000000 0.0000000 0.0 May 2 2 7
## 4808 0.010691824 0.0000000 0.0 May 3 2 3
## 4809 0.020000000 24.2865000 0.0 May 2 5 5
## 4810 0.004347826 0.0000000 0.0 May 2 2 7
## 4811 0.020000000 0.0000000 0.0 May 2 2 2
## 4812 0.122222222 0.0000000 0.4 May 3 2 1
## 4813 0.066666667 0.0000000 0.0 May 3 2 3
## 4814 0.015384615 0.0000000 0.0 May 3 2 2
## 4815 0.106000000 0.0000000 1.0 May 2 2 1
## 4816 0.055555556 0.0000000 0.0 May 3 2 4
## 4817 0.012318841 17.1907391 0.0 May 3 2 1
## 4819 0.100000000 0.0000000 0.2 May 2 2 3
## 4820 0.040000000 0.0000000 0.6 May 2 2 5
## 4821 0.020329446 15.2503375 0.6 May 2 2 3
## 4822 0.010682540 16.7842023 0.0 May 3 2 5
## 4823 0.022222222 0.0000000 1.0 May 2 2 4
## 4824 0.025000000 0.0000000 0.0 May 2 2 1
## 4825 0.060000000 0.0000000 0.0 May 1 1 2
## 4826 0.049230769 0.0000000 0.0 May 2 2 1
## 4827 0.025000000 0.0000000 0.0 May 2 2 1
## 4828 0.015384615 0.0000000 0.0 May 1 1 3
## 4829 0.024380952 0.0000000 0.8 May 2 2 7
## 4830 0.050000000 0.0000000 0.6 May 3 2 3
## 4831 0.018181818 0.0000000 0.0 May 2 2 1
## 4832 0.015789474 0.0000000 0.6 May 1 1 1
## 4833 0.011078431 0.0000000 0.0 May 2 2 2
## 4834 0.010370370 0.0000000 0.0 May 2 2 4
## 4835 0.070000000 0.0000000 0.0 May 1 1 1
## 4836 0.031944444 0.0000000 0.4 May 2 2 6
## 4837 0.024137931 0.0000000 0.0 May 3 2 5
## 4838 0.011111111 0.0000000 0.0 May 1 1 1
## 4839 0.097142857 0.0000000 0.0 May 3 2 1
## 4840 0.007407407 0.0000000 0.0 May 1 1 3
## 4841 0.012000000 0.0000000 0.8 May 2 2 1
## 4842 0.013089192 26.2793316 0.4 May 2 2 2
## 4843 0.095402299 0.0000000 0.8 May 2 2 1
## 4844 0.050000000 0.0000000 0.0 May 2 2 1
## 4845 0.019666667 0.0000000 0.0 May 3 2 3
## 4846 0.029964539 11.9639681 0.2 May 1 2 4
## 4847 0.025787879 0.0000000 0.0 May 2 2 1
## 4848 0.200000000 0.0000000 0.4 May 2 2 1
## 4849 0.042307692 0.0000000 0.0 May 1 1 1
## 4850 0.050000000 0.0000000 0.4 May 2 2 1
## 4851 0.013043478 0.0000000 0.0 May 3 2 4
## 4852 0.050606061 0.0000000 0.4 May 3 2 1
## 4853 0.028571429 0.0000000 0.0 May 2 2 7
## 4854 0.033333333 0.0000000 0.0 May 2 2 1
## 4855 0.020833333 0.0000000 0.0 May 2 2 1
## 4856 0.050000000 0.0000000 0.0 May 3 2 3
## 4857 0.010000000 0.0000000 0.0 May 1 1 1
## 4858 0.016666667 0.0000000 0.4 May 3 2 8
## 4859 0.007142857 0.0000000 0.0 May 2 2 1
## 4860 0.008163265 0.0000000 0.0 May 4 1 1
## 4861 0.090322581 0.0000000 0.4 May 2 4 3
## 4862 0.200000000 0.0000000 0.0 May 1 8 1
## 4863 0.200000000 0.0000000 0.0 May 3 2 7
## 4864 0.047560976 0.0000000 0.4 May 2 2 1
## 4865 0.125000000 0.0000000 0.8 May 3 2 7
## 4866 0.018181818 58.1672727 0.0 May 1 1 1
## 4867 0.070000000 0.0000000 1.0 May 1 1 3
## 4868 0.014619883 0.0000000 0.0 May 2 2 3
## 4869 0.085714286 0.0000000 0.0 May 2 2 6
## 4870 0.034482887 14.9848750 0.4 May 2 2 3
## 4871 0.010344828 0.0000000 0.0 May 1 1 2
## 4872 0.037838384 0.0000000 1.0 May 1 1 3
## 4873 0.008888889 0.0000000 0.0 May 1 1 1
## 4874 0.058000000 0.0000000 0.0 May 3 2 6
## 4875 0.010233918 20.1179298 0.0 May 2 5 6
## 4876 0.038133333 0.0000000 1.0 May 3 2 3
## 4877 0.050000000 0.0000000 0.8 May 2 2 9
## 4878 0.044501535 0.0000000 0.8 May 3 2 1
## 4879 0.018181818 31.9800000 0.0 May 1 2 8
## 4880 0.016666667 0.0000000 0.2 May 3 2 3
## 4881 0.016458333 0.0000000 0.0 May 3 2 1
## 4882 0.040000000 0.0000000 0.0 May 2 2 3
## 4883 0.066666667 0.0000000 0.4 May 1 2 8
## 4885 0.042207792 0.0000000 0.0 May 1 2 4
## 4886 0.100000000 0.0000000 0.6 May 4 1 4
## 4887 0.016666667 0.0000000 0.0 May 1 1 3
## 4888 0.200000000 0.0000000 0.0 May 2 5 7
## 4889 0.006862745 0.0000000 0.0 May 3 2 1
## 4890 0.027083333 15.8183958 0.0 May 2 2 5
## 4891 0.088461538 0.0000000 0.4 May 2 2 6
## 4892 0.048412698 0.0000000 0.0 May 3 2 8
## 4893 0.007142857 0.0000000 0.0 May 2 2 1
## 4894 0.015384615 0.0000000 0.0 May 2 2 5
## 4895 0.020000000 0.0000000 0.0 May 2 2 1
## 4896 0.016666667 0.0000000 0.0 May 1 1 1
## 4897 0.200000000 0.0000000 0.0 May 3 6 2
## 4898 0.016666667 0.0000000 0.0 May 1 1 8
## 4899 0.001600000 0.0000000 0.0 May 3 2 3
## 4900 0.012500000 0.0000000 0.0 May 1 1 3
## 4901 0.004444444 0.0000000 0.6 May 1 1 1
## 4902 0.040017253 6.6736957 1.0 May 3 2 1
## 4903 0.025810811 6.0943243 0.0 May 3 2 2
## 4904 0.009523810 28.2539551 0.0 May 2 2 3
## 4905 0.024074074 0.0000000 1.0 May 4 1 1
## 4906 0.100000000 0.0000000 0.0 May 2 2 3
## 4907 0.059259259 0.0000000 0.0 May 3 2 4
## 4908 0.028787879 0.0000000 0.0 May 3 2 6
## 4909 0.050000000 0.0000000 0.6 May 2 2 1
## 4910 0.125000000 0.0000000 0.8 May 2 2 2
## 4911 0.055604396 0.0000000 0.0 May 2 2 1
## 4912 0.013333333 0.0000000 0.0 May 1 1 1
## 4913 0.066666667 0.0000000 0.0 May 2 2 1
## 4915 0.007894737 0.0000000 0.0 May 2 2 1
## 4916 0.200000000 0.0000000 0.0 May 2 2 9
## 4917 0.066666667 0.0000000 0.8 May 3 2 8
## 4918 0.032986111 0.0000000 0.4 May 3 2 6
## 4919 0.035238095 16.0906500 0.6 May 2 2 1
## 4920 0.116666667 0.0000000 0.2 May 3 2 6
## 4921 0.030238095 24.8970000 0.0 May 2 2 5
## 4922 0.100000000 0.0000000 0.8 May 3 2 2
## 4923 0.013000000 109.5876000 0.0 May 2 2 7
## 4924 0.006504065 28.9418049 0.2 May 2 2 7
## 4925 0.157142857 0.0000000 0.4 May 1 1 6
## 4926 0.022222222 0.0000000 0.0 May 2 4 9
## 4927 0.200000000 0.0000000 0.0 May 2 2 4
## 4928 0.040147783 0.0000000 0.0 May 3 2 8
## 4929 0.002439024 21.0798049 0.0 May 1 1 6
## 4930 0.166666667 0.0000000 0.0 May 3 2 2
## 4931 0.024285714 0.0000000 0.0 May 2 4 7
## 4932 0.033333333 0.0000000 0.0 May 2 2 1
## 4933 0.017283951 32.9853333 0.0 May 1 1 1
## 4934 0.029541047 0.0000000 0.8 May 3 2 2
## 4935 0.050000000 0.0000000 0.2 May 2 2 1
## 4936 0.050000000 0.0000000 0.6 May 4 1 1
## 4937 0.022481685 12.0819226 0.2 May 1 1 1
## 4938 0.015263169 6.1493439 0.4 May 2 2 3
## 4939 0.096666667 0.0000000 0.4 May 1 1 1
## 4940 0.015384615 0.0000000 0.0 May 2 2 2
## 4941 0.054166667 0.0000000 0.0 May 3 2 1
## 4942 0.018181818 54.5345455 0.0 May 2 4 8
## 4943 0.020148148 0.0000000 0.8 May 2 2 2
## 4944 0.040740741 0.0000000 0.4 May 4 1 2
## 4945 0.052631579 11.3864210 0.0 May 4 1 6
## 4946 0.005882353 30.5764706 0.0 May 2 2 1
## 4947 0.036363636 0.0000000 0.0 May 2 10 2
## 4948 0.005319149 0.0000000 0.0 May 2 5 7
## 4949 0.015789474 11.3346316 0.0 May 2 2 2
## 4950 0.009851670 0.0000000 0.0 May 1 1 1
## 4951 0.013347763 1.0360909 0.0 May 2 2 1
## 4952 0.040000000 0.0000000 0.0 May 2 2 1
## 4953 0.011111111 0.0000000 0.0 May 3 2 1
## 4954 0.010481956 20.6247414 0.0 May 1 1 6
## 4955 0.200000000 0.0000000 0.2 May 3 2 1
## 4956 0.014426543 1.3241354 0.0 May 2 2 8
## 4957 0.100000000 0.0000000 0.6 May 3 2 1
## 4958 0.054666667 0.0000000 0.4 May 2 2 1
## 4959 0.031182796 0.0000000 0.0 May 2 2 2
## 4960 0.059895833 0.0000000 0.8 May 2 2 1
## 4961 0.025088095 5.5400247 0.6 May 2 2 4
## 4962 0.018181818 0.0000000 0.0 May 2 4 1
## 4963 0.041176471 0.0000000 0.0 May 2 5 4
## 4964 0.055504202 3.5548478 0.0 May 3 2 1
## 4965 0.066666667 0.0000000 0.0 May 2 2 3
## 4966 0.000555556 0.0000000 0.0 May 2 2 7
## 4967 0.027027027 67.7368649 0.0 May 2 2 1
## 4968 0.060000000 0.0000000 1.0 May 3 2 3
## 4969 0.007830405 0.0000000 0.0 May 2 4 3
## 4970 0.066666667 0.0000000 1.0 May 2 2 6
## 4971 0.100000000 0.0000000 0.0 May 1 2 1
## 4972 0.015161650 0.0000000 0.0 May 3 2 1
## 4973 0.150000000 0.0000000 0.0 May 2 2 3
## 4974 0.093333333 0.0000000 0.4 May 3 2 1
## 4975 0.024839744 0.0000000 0.0 May 2 2 3
## 4976 0.025000000 30.3236000 0.6 May 1 1 1
## 4977 0.041777778 0.0000000 0.0 May 2 5 1
## 4978 0.015583850 0.0000000 0.0 May 2 2 1
## 4979 0.166666667 0.0000000 0.6 May 1 1 3
## 4980 0.009523810 0.0000000 0.0 May 2 2 6
## 4981 0.088888889 0.0000000 0.8 May 2 2 3
## 4982 0.009761905 0.0000000 0.0 May 2 2 5
## 4983 0.061904762 0.0000000 0.6 May 2 4 9
## 4984 0.038333333 0.0000000 0.0 May 1 1 1
## 4985 0.100000000 0.0000000 0.0 May 3 2 3
## 4986 0.012121212 11.9695455 0.0 May 2 2 1
## 4987 0.040000000 17.2704000 0.0 May 2 4 3
## 4988 0.032000000 21.5952000 0.0 May 2 6 1
## 4989 0.052380952 0.0000000 0.6 May 2 2 9
## 4990 0.133333333 0.0000000 0.0 May 2 2 4
## 4991 0.023982684 7.2597500 0.0 May 2 4 2
## 4992 0.100000000 0.0000000 0.0 May 3 2 6
## 4993 0.048188406 17.7068484 0.0 May 2 2 4
## 4994 0.041356389 0.0000000 0.4 May 3 2 1
## 4995 0.040000000 0.0000000 0.0 May 2 2 1
## 4996 0.025000000 0.0000000 0.0 May 2 2 2
## 4997 0.003448276 30.8772414 0.2 May 2 2 2
## 4998 0.024074074 0.0000000 0.0 May 2 4 3
## 4999 0.003448276 80.1180000 0.0 May 2 4 3
## 5000 0.050000000 0.0000000 0.0 May 1 8 1
## 5001 0.016666667 0.0000000 0.6 May 2 2 2
## 5002 0.033333333 0.0000000 0.6 May 3 2 1
## 5003 0.020772947 0.0000000 0.4 May 2 6 7
## 5004 0.018181818 0.0000000 0.0 May 1 8 3
## 5005 0.028000000 0.0000000 0.0 May 1 8 2
## 5006 0.008333333 28.1627500 0.0 May 2 2 1
## 5007 0.042647059 0.0000000 0.0 May 1 1 8
## 5008 0.200000000 0.0000000 0.0 May 3 2 3
## 5009 0.013131313 0.0000000 0.2 May 1 1 1
## 5010 0.033988025 5.8161680 0.0 May 2 2 6
## 5011 0.033333333 0.0000000 0.0 May 2 5 4
## 5012 0.018055556 0.0000000 0.0 May 2 6 4
## 5013 0.044927536 0.0000000 0.8 May 2 2 2
## 5014 0.033333333 0.0000000 0.0 May 2 2 1
## 5015 0.044444444 0.0000000 0.0 May 2 2 2
## 5016 0.200000000 0.0000000 0.0 May 2 2 2
## 5017 0.012222222 0.0000000 0.0 May 2 2 1
## 5018 0.021000000 0.0000000 0.0 May 2 2 1
## 5019 0.016666667 25.4840000 0.6 May 2 2 1
## 5020 0.011111111 0.0000000 0.0 May 3 2 1
## 5021 0.005000000 0.0000000 0.0 May 4 2 1
## 5022 0.033333333 0.0000000 0.0 May 1 1 1
## 5023 0.017647059 8.9268235 0.0 May 2 2 9
## 5024 0.028571429 44.5611429 0.6 May 2 4 9
## 5025 0.013333333 0.0000000 0.0 May 6 2 4
## 5026 0.008333333 0.0000000 0.0 May 2 2 4
## 5027 0.133333333 0.0000000 0.0 May 2 4 3
## 5028 0.031679160 3.4853525 0.0 May 1 1 8
## 5029 0.014267214 3.8903502 0.0 May 2 5 6
## 5030 0.020000000 22.7380000 0.0 May 1 1 6
## 5031 0.011431235 54.6571487 0.0 May 1 5 1
## 5032 0.055127258 1.4569515 1.0 May 1 1 1
## 5033 0.019047619 13.9900000 0.0 May 2 2 7
## 5034 0.030769231 0.0000000 0.2 May 2 2 2
## 5035 0.002352941 51.6070588 0.0 May 2 2 4
## 5036 0.023529412 0.0000000 0.0 May 2 2 1
## 5037 0.038888889 0.0000000 0.6 May 2 2 8
## 5038 0.005252101 0.0000000 0.0 May 2 2 7
## 5040 0.019057903 12.4509902 0.0 May 1 1 3
## 5041 0.000292398 0.0000000 0.0 May 1 1 3
## 5042 0.071018519 0.0000000 0.8 May 2 2 4
## 5043 0.028571429 0.0000000 0.0 May 3 2 4
## 5045 0.014285714 0.0000000 0.0 May 2 2 4
## 5046 0.013793271 6.7383952 0.0 May 2 2 9
## 5047 0.040000000 0.0000000 0.0 May 1 1 1
## 5048 0.028571429 0.0000000 0.0 May 2 2 4
## 5049 0.076470588 0.0000000 0.0 May 4 2 4
## 5050 0.100000000 0.0000000 0.0 May 3 2 1
## 5051 0.009743590 0.0000000 0.4 May 2 2 2
## 5052 0.032461962 0.0000000 0.0 May 3 2 1
## 5053 0.007668232 0.0000000 0.0 May 2 4 3
## 5054 0.035087719 0.0000000 1.0 May 1 1 1
## 5055 0.034615385 0.0000000 0.0 May 2 2 1
## 5056 0.021052632 0.0000000 0.0 May 3 2 6
## 5058 0.005555556 16.3224444 0.0 May 3 2 6
## 5059 0.042941176 33.1128000 0.8 May 2 2 1
## 5060 0.039475088 3.3239713 0.4 May 3 2 8
## 5061 0.012500000 0.0000000 0.0 May 2 2 3
## 5062 0.064285714 0.0000000 0.2 May 2 4 1
## 5063 0.016666667 0.0000000 0.4 May 4 2 2
## 5064 0.040000000 0.0000000 0.6 May 2 10 1
## 5065 0.021138211 0.0000000 0.6 May 2 5 1
## 5066 0.100000000 0.0000000 0.0 May 1 1 1
## 5067 0.007407407 0.0000000 0.8 May 2 4 1
## 5068 0.024863655 0.0000000 0.4 May 3 2 3
## 5069 0.003636364 11.9880000 1.0 May 1 8 1
## 5070 0.060000000 0.0000000 0.6 May 2 2 3
## 5071 0.066666667 0.0000000 0.4 May 2 2 3
## 5072 0.020000000 0.0000000 0.8 May 2 2 1
## 5073 0.019379845 24.9014419 0.2 May 1 2 1
## 5074 0.046428571 0.0000000 0.0 May 2 2 6
## 5075 0.055555556 0.0000000 0.4 May 2 2 1
## 5076 0.023361582 26.9379237 0.0 May 2 2 7
## 5077 0.018777882 0.0000000 0.0 May 3 2 4
## 5078 0.066666667 0.0000000 0.4 May 2 2 6
## 5079 0.033333333 0.0000000 0.0 May 2 2 7
## 5080 0.003571429 0.0000000 0.0 May 2 2 3
## 5081 0.054460641 13.1840816 0.8 May 2 10 3
## 5082 0.016287879 0.0000000 0.2 May 2 2 3
## 5083 0.023076923 72.5207692 0.0 May 2 4 1
## 5084 0.016190476 0.0000000 0.6 May 2 5 1
## 5085 0.060000000 0.0000000 0.0 May 2 2 7
## 5086 0.014102564 0.0000000 0.0 May 1 1 1
## 5087 0.011111111 0.0000000 0.0 May 2 2 1
## 5088 0.030000000 0.0000000 0.0 May 3 2 5
## 5089 0.021052632 0.0000000 0.0 May 2 10 2
## 5090 0.016231884 17.9479710 0.0 May 1 2 5
## 5091 0.036149660 0.0000000 0.0 May 3 2 2
## 5092 0.020512821 0.0000000 0.0 May 3 2 3
## 5093 0.092083333 0.0000000 0.2 May 3 2 1
## 5094 0.035714286 0.0000000 0.4 May 2 2 1
## 5095 0.025876068 11.8769143 1.0 May 2 2 1
## 5096 0.200000000 0.0000000 0.0 May 1 1 1
## 5097 0.200000000 0.0000000 0.0 May 2 4 4
## 5098 0.050000000 0.0000000 0.0 May 3 2 3
## 5099 0.090666667 0.0000000 0.8 May 3 2 3
## 5100 0.023550725 0.0000000 0.0 May 2 2 1
## 5101 0.014814815 20.1355556 0.0 May 2 5 3
## 5102 0.066666667 0.0000000 0.8 May 2 2 4
## 5103 0.015762787 0.0000000 0.0 May 2 4 1
## 5104 0.041201814 0.0000000 0.8 May 3 2 1
## 5105 0.046428571 0.0000000 0.0 May 2 5 1
## 5106 0.019166667 0.0000000 0.0 May 1 1 1
## 5107 0.033333333 0.0000000 0.0 May 1 1 1
## 5108 0.200000000 0.0000000 0.0 May 2 10 5
## 5109 0.020833333 0.0000000 0.0 May 3 2 2
## 5110 0.200000000 0.0000000 0.8 May 3 2 1
## 5111 0.042323232 5.6941212 0.0 May 2 2 1
## 5112 0.008735669 0.0000000 0.0 May 1 1 6
## 5113 0.036678391 0.0000000 0.2 May 4 5 3
## 5114 0.028272059 0.0000000 1.0 May 3 2 6
## 5115 0.048194444 0.0000000 0.2 May 3 2 1
## 5116 0.036472303 0.0000000 0.8 May 2 2 3
## 5117 0.009937888 0.0000000 0.0 May 2 4 1
## 5118 0.075000000 0.0000000 0.0 May 2 2 3
## 5120 0.050000000 0.0000000 0.4 May 1 1 7
## 5121 0.057142857 0.0000000 0.4 May 1 1 1
## 5122 0.066666667 0.0000000 0.0 May 1 8 6
## 5123 0.047183099 0.0000000 0.6 May 2 4 8
## 5124 0.006150794 36.8992143 0.6 May 2 10 1
## 5125 0.066666667 0.0000000 0.0 May 3 2 1
## 5126 0.010000000 0.0000000 0.0 May 2 4 1
## 5127 0.006976744 0.0000000 0.0 May 2 4 1
## 5128 0.014285714 0.0000000 0.0 May 2 2 1
## 5129 0.026000000 0.0000000 1.0 May 6 5 3
## 5130 0.087179487 0.0000000 0.8 May 3 2 6
## 5131 0.003954802 59.1244678 0.0 May 1 1 6
## 5132 0.028571429 0.0000000 0.0 May 1 1 3
## 5133 0.008333333 0.0000000 0.8 May 2 2 3
## 5134 0.175000000 0.0000000 0.6 May 3 2 3
## 5135 0.200000000 0.0000000 0.0 May 2 4 3
## 5136 0.025517241 0.0000000 0.2 May 3 2 1
## 5137 0.012500000 0.0000000 0.0 May 1 1 4
## 5138 0.200000000 0.0000000 0.0 May 2 2 5
## 5139 0.200000000 0.0000000 0.0 May 3 2 3
## 5140 0.000263158 0.0000000 0.4 May 2 2 3
## 5141 0.013478622 2.6907926 0.0 May 2 2 6
## 5142 0.024019608 3.1110471 0.6 May 2 2 1
## 5143 0.013333333 22.7380000 0.0 May 3 2 4
## 5144 0.005263158 0.0000000 0.0 May 1 2 1
## 5145 0.005813953 0.0000000 0.0 May 2 5 4
## 5146 0.041369048 13.9970833 0.0 May 2 2 6
## 5147 0.006349206 0.0000000 0.0 May 2 2 1
## 5148 0.200000000 0.0000000 1.0 May 3 2 7
## 5149 0.036190476 0.0000000 1.0 May 3 3 3
## 5150 0.021727273 0.0000000 0.0 May 3 2 4
## 5151 0.014344857 8.3535080 0.2 May 2 2 1
## 5152 0.044444444 0.0000000 0.0 May 3 2 1
## 5153 0.015431438 0.7638290 0.0 May 2 2 1
## 5154 0.008824665 0.0000000 0.0 May 2 2 2
## 5155 0.054736842 0.0000000 0.8 May 1 1 2
## 5156 0.200000000 0.0000000 0.0 May 3 2 3
## 5157 0.150000000 0.0000000 0.8 May 2 2 1
## 5158 0.100000000 0.0000000 0.0 May 2 2 6
## 5159 0.062500000 0.0000000 0.6 May 1 1 8
## 5160 0.022368421 14.8405380 0.0 May 2 2 3
## 5161 0.037500000 0.0000000 0.4 May 2 2 4
## 5162 0.020182874 0.0000000 0.8 May 3 2 3
## 5163 0.060606061 0.0000000 0.4 May 1 1 3
## 5164 0.200000000 0.0000000 0.2 May 1 1 1
## 5165 0.100000000 0.0000000 0.4 May 2 2 1
## 5166 0.050000000 0.0000000 0.4 May 2 2 8
## 5167 0.014545455 13.8185273 0.0 May 2 5 2
## 5168 0.057142857 0.0000000 0.0 May 2 2 1
## 5169 0.022222222 0.0000000 0.0 May 4 2 7
## 5170 0.088333333 0.0000000 0.6 May 3 2 6
## 5171 0.150000000 0.0000000 0.6 May 2 2 1
## 5172 0.006666667 0.0000000 0.0 May 2 4 4
## 5173 0.007317073 0.0000000 0.0 May 2 5 1
## 5174 0.012500000 0.0000000 0.0 May 2 2 2
## 5175 0.021992481 26.4508224 0.0 May 1 1 2
## 5176 0.200000000 0.0000000 0.4 May 2 2 1
## 5177 0.051578947 0.0000000 0.6 May 2 2 4
## 5178 0.122222222 0.0000000 0.8 May 3 2 1
## 5179 0.052000000 0.0000000 0.0 May 3 2 3
## 5180 0.038095238 0.0000000 1.0 May 1 1 2
## 5181 0.033333333 0.0000000 1.0 May 2 6 1
## 5182 0.005555556 0.0000000 0.0 May 3 2 3
## 5183 0.007297297 0.0000000 0.0 May 2 2 4
## 5184 0.007692308 0.0000000 0.0 May 2 4 3
## 5185 0.036956522 0.0000000 0.0 May 2 2 7
## 5186 0.042121212 0.0000000 0.0 May 3 2 4
## 5187 0.011111111 0.0000000 0.4 May 3 2 4
## 5188 0.004545455 0.0000000 0.0 May 3 2 3
## 5189 0.006190476 22.4582143 0.0 May 3 2 3
## 5190 0.040740741 0.0000000 0.0 May 4 1 1
## 5191 0.011111111 39.1500000 0.0 May 2 2 3
## 5192 0.015384615 23.3880000 0.0 May 2 2 3
## 5193 0.048014184 0.0000000 0.2 May 2 4 1
## 5194 0.015691057 0.0000000 0.0 May 2 2 3
## 5195 0.017391304 0.0000000 0.0 May 3 2 1
## 5196 0.012783365 0.0000000 0.0 May 2 2 4
## 5197 0.051268674 0.0000000 0.6 May 3 3 5
## 5198 0.040000000 0.0000000 0.0 May 1 1 3
## 5201 0.020000000 0.0000000 0.0 May 2 2 3
## 5202 0.050000000 0.0000000 0.0 May 2 2 1
## 5203 0.029500000 0.0000000 1.0 May 3 2 1
## 5204 0.015686275 14.3880000 0.0 May 1 1 1
## 5205 0.047619048 0.0000000 1.0 May 1 8 7
## 5206 0.012698413 10.8721286 0.0 May 2 4 6
## 5207 0.004255319 3.6636170 0.8 May 2 5 3
## 5208 0.011562500 0.0000000 0.0 May 1 1 1
## 5209 0.021816239 21.3180000 0.0 May 6 2 4
## 5210 0.200000000 0.0000000 0.0 May 3 2 9
## 5211 0.050000000 0.0000000 0.0 May 1 1 7
## 5212 0.046666667 11.1930000 0.0 May 1 1 1
## 5213 0.066666667 0.0000000 0.8 May 1 1 9
## 5214 0.015787285 6.3808627 0.0 May 2 2 1
## 5215 0.012903226 0.0000000 0.0 May 3 2 3
## 5216 0.028571429 29.9028214 0.2 May 2 2 9
## 5217 0.012500000 0.0000000 0.0 May 1 8 1
## 5218 0.010302067 2.9041772 0.0 May 2 2 4
## 5219 0.016666667 0.0000000 0.0 May 1 2 3
## 5220 0.005555556 0.0000000 0.0 May 1 1 3
## 5221 0.014534161 7.8804783 0.0 May 3 2 3
## 5222 0.008333333 0.0000000 0.0 May 4 5 9
## 5223 0.021621622 0.0000000 0.0 May 2 2 1
## 5224 0.041142857 0.0000000 0.0 May 2 2 1
## 5225 0.036363636 0.0000000 0.0 May 2 5 1
## 5226 0.007407407 0.0000000 0.0 May 3 2 1
## 5227 0.042857143 39.4200000 0.0 May 2 2 1
## 5228 0.042857143 0.0000000 0.2 May 2 2 3
## 5229 0.100000000 0.0000000 0.0 May 2 2 1
## 5230 0.158333333 0.0000000 0.8 May 3 2 1
## 5231 0.075000000 0.0000000 0.4 May 1 1 3
## 5232 0.025000000 0.0000000 0.6 May 2 4 1
## 5233 0.080000000 0.0000000 0.0 May 3 3 1
## 5234 0.011111111 40.8711111 0.0 May 2 10 3
## 5235 0.200000000 0.0000000 0.0 May 1 1 1
## 5236 0.016666667 0.0000000 0.0 May 2 2 1
## 5237 0.045454545 0.0000000 0.0 May 1 1 4
## 5238 0.059661836 1.6803188 0.8 May 2 6 5
## 5239 0.005882353 0.0000000 0.0 May 2 2 7
## 5240 0.026417863 0.0000000 0.6 May 2 2 4
## 5241 0.006666667 0.0000000 0.8 May 2 2 1
## 5242 0.028571429 0.0000000 0.6 May 1 2 3
## 5243 0.031764706 31.7576471 0.0 May 2 2 8
## 5244 0.011038961 0.0000000 0.0 May 1 1 4
## 5245 0.010000000 62.8660000 0.0 May 2 2 4
## 5246 0.004065041 0.0000000 0.0 May 1 1 6
## 5247 0.022463768 0.0000000 0.0 May 4 1 1
## 5248 0.004000000 0.0000000 0.4 May 2 2 1
## 5249 0.011363636 19.2121894 0.0 May 2 2 3
## 5250 0.001785714 0.0000000 0.0 May 2 4 1
## 5251 0.028571429 0.0000000 0.0 May 2 2 6
## 5252 0.016153274 0.0000000 0.0 May 3 2 6
## 5253 0.025517241 0.0000000 0.8 May 3 2 3
## 5254 0.014772727 0.0000000 0.2 May 2 4 3
## 5256 0.034666667 0.0000000 0.0 May 2 6 8
## 5257 0.133333333 0.0000000 0.0 May 2 2 1
## 5258 0.057142857 0.0000000 0.0 May 1 1 3
## 5259 0.100000000 0.0000000 0.2 May 2 2 3
## 5260 0.028205128 0.0000000 0.4 May 4 1 9
## 5261 0.018181818 37.5185454 0.0 May 2 2 3
## 5262 0.020506536 7.3006569 0.0 May 2 2 1
## 5263 0.002105263 0.0000000 0.0 May 2 2 1
## 5264 0.009591837 0.0000000 0.0 May 2 2 5
## 5265 0.200000000 0.0000000 0.8 May 3 2 1
## 5266 0.020000000 0.0000000 0.0 May 2 2 4
## 5267 0.024884615 19.3154000 0.0 May 3 2 1
## 5268 0.003508772 0.0000000 0.0 May 2 2 1
## 5269 0.058333333 0.0000000 0.6 May 2 6 2
## 5270 0.028461538 0.0000000 0.0 May 3 3 1
## 5271 0.200000000 0.0000000 0.2 May 2 5 1
## 5272 0.200000000 0.0000000 0.0 May 1 1 1
## 5273 0.003333333 0.0000000 0.0 May 2 2 1
## 5274 0.100000000 0.0000000 0.2 May 1 1 1
## 5275 0.042023810 0.0000000 0.0 May 3 2 8
## 5276 0.031811847 1.1640754 0.8 May 3 2 6
## 5278 0.004347826 17.3739130 0.0 May 2 2 7
## 5279 0.064705882 0.0000000 0.0 May 1 1 1
## 5280 0.200000000 0.0000000 0.2 May 2 2 3
## 5281 0.022222222 49.3880000 0.0 May 2 2 1
## 5282 0.032758621 0.0000000 0.0 May 3 2 1
## 5283 0.150000000 0.0000000 0.2 May 2 2 7
## 5284 0.037500000 0.0000000 0.0 May 1 1 1
## 5285 0.042651515 0.0000000 0.4 May 2 2 4
## 5286 0.047575758 0.0000000 0.0 May 1 1 1
## 5288 0.028260870 68.8570435 0.0 May 2 2 1
## 5289 0.042666667 0.0000000 0.4 May 1 8 8
## 5290 0.001626016 113.1512195 0.0 May 2 2 1
## 5291 0.150000000 0.0000000 0.0 May 2 5 8
## 5292 0.200000000 0.0000000 0.4 May 1 1 3
## 5293 0.125000000 0.0000000 0.8 May 2 2 4
## 5294 0.014035088 0.0000000 0.0 May 3 3 6
## 5295 0.005098039 0.0000000 0.0 May 3 2 1
## 5296 0.022727273 53.6629091 0.0 May 1 1 6
## 5297 0.053846154 0.0000000 0.0 May 2 2 4
## 5298 0.040350877 0.0000000 0.4 May 4 2 3
## 5299 0.050000000 0.0000000 0.0 May 3 2 1
## 5300 0.025308642 8.4885185 0.0 May 4 1 4
## 5301 0.019047619 0.0000000 0.0 May 2 4 7
## 5302 0.040000000 0.0000000 0.0 May 2 2 1
## 5303 0.050000000 0.0000000 0.8 May 2 5 3
## 5304 0.087500000 0.0000000 0.0 May 1 1 3
## 5305 0.033333333 0.0000000 0.0 May 4 1 3
## 5306 0.051929825 0.0000000 1.0 May 3 2 1
## 5307 0.086363636 0.0000000 0.4 May 4 1 1
## 5308 0.050000000 0.0000000 0.2 May 2 2 4
## 5309 0.057142857 0.0000000 0.6 May 2 2 4
## 5310 0.055882353 0.0000000 0.0 May 2 2 2
## 5311 0.050000000 0.0000000 0.0 May 1 1 1
## 5312 0.125000000 0.0000000 0.6 May 2 5 1
## 5313 0.010945092 0.0000000 0.0 May 1 1 2
## 5314 0.016666667 0.0000000 0.8 May 2 2 4
## 5315 0.045562130 0.0000000 0.6 May 2 6 2
## 5316 0.100000000 0.0000000 0.0 May 2 2 3
## 5317 0.057518519 0.0000000 0.6 May 2 2 4
## 5318 0.020625000 0.0000000 0.2 May 2 2 3
## 5319 0.009867424 6.5606250 0.0 May 2 2 6
## 5320 0.016721311 0.0000000 0.0 May 2 2 1
## 5321 0.033333333 0.0000000 0.0 May 2 2 1
## 5322 0.033950617 0.0000000 0.0 May 1 1 1
## 5323 0.002173913 0.0000000 0.0 May 2 4 3
## 5324 0.200000000 0.0000000 0.0 May 2 2 9
## 5325 0.049475963 0.0000000 0.8 May 3 2 3
## 5326 0.066666667 0.0000000 0.0 May 2 2 3
## 5327 0.100000000 0.0000000 0.0 May 2 7 4
## 5328 0.007142857 0.0000000 0.4 May 2 2 3
## 5329 0.066666667 0.0000000 1.0 May 3 2 1
## 5330 0.020833333 0.0000000 0.0 May 2 2 4
## 5331 0.114285714 0.0000000 1.0 May 3 2 1
## 5332 0.066666667 0.0000000 0.0 May 2 5 1
## 5333 0.050000000 0.0000000 0.6 May 2 4 6
## 5334 0.016930138 1.1197590 0.8 May 2 2 3
## 5335 0.027164502 0.0000000 0.8 May 3 2 1
## 5336 0.036666667 0.0000000 0.4 May 3 2 3
## 5337 0.120000000 0.0000000 0.0 May 1 1 1
## 5338 0.031250000 22.3191250 0.0 May 1 1 4
## 5339 0.024867725 27.4449167 0.0 May 2 4 2
## 5340 0.009827586 0.0000000 0.0 May 3 2 4
## 5341 0.034482759 0.0000000 0.0 May 2 2 3
## 5342 0.028070175 0.0000000 0.8 May 2 2 3
## 5343 0.100000000 0.0000000 0.0 May 1 1 1
## 5344 0.031513142 4.8588429 0.0 May 3 2 1
## 5345 0.006666667 0.0000000 0.4 May 2 2 1
## 5346 0.031399948 0.0000000 0.4 May 2 2 1
## 5347 0.016666667 0.0000000 0.0 May 2 2 1
## 5348 0.048529412 0.0000000 0.4 May 2 2 2
## 5349 0.037500000 0.0000000 0.0 May 2 2 9
## 5350 0.077777778 0.0000000 0.2 May 2 6 6
## 5351 0.066666667 0.0000000 0.0 May 1 1 1
## 5352 0.060000000 0.0000000 0.0 May 2 2 7
## 5353 0.024931582 0.0000000 0.0 May 2 4 3
## 5354 0.043864469 0.0000000 0.0 May 2 2 1
## 5355 0.004419192 0.0000000 0.2 May 3 2 3
## 5357 0.050000000 0.0000000 0.6 May 2 2 2
## 5358 0.166666667 0.0000000 0.4 May 1 1 3
## 5359 0.028338002 0.0000000 0.4 May 2 2 4
## 5360 0.052154195 0.0000000 0.6 May 2 2 3
## 5361 0.043815476 0.0000000 1.0 May 3 2 7
## 5362 0.019444444 0.0000000 0.0 May 4 1 1
## 5363 0.000833333 0.0000000 0.6 May 2 4 3
## 5364 0.054000000 0.0000000 0.6 May 2 2 6
## 5365 0.011111111 0.0000000 0.0 May 3 3 3
## 5366 0.014285714 32.0271429 0.0 May 2 2 1
## 5367 0.068750000 0.0000000 0.0 May 2 4 3
## 5368 0.010666667 0.0000000 0.0 May 1 1 2
## 5369 0.013726336 8.0724262 0.0 May 2 2 3
## 5370 0.026274510 7.8026111 0.0 May 2 2 1
## 5371 0.001428571 0.0000000 0.0 May 1 1 6
## 5372 0.048227559 5.5133459 0.0 May 4 2 1
## 5373 0.200000000 0.0000000 0.2 May 3 2 6
## 5374 0.048717949 0.0000000 1.0 May 2 6 3
## 5375 0.021055381 14.6929310 0.0 May 1 2 3
## 5376 0.014782609 0.0000000 0.0 May 3 2 4
## 5377 0.012162162 0.0000000 0.4 May 2 2 1
## 5378 0.200000000 0.0000000 0.0 May 6 7 3
## 5379 0.200000000 0.0000000 0.0 May 3 2 6
## 5380 0.133333333 0.0000000 0.0 May 3 2 3
## 5381 0.035500000 0.0000000 0.6 May 2 2 4
## 5382 0.025396825 1.8315000 0.0 May 2 2 6
## 5383 0.050000000 0.0000000 0.0 May 2 2 1
## 5384 0.020779221 0.0000000 0.6 May 2 2 4
## 5385 0.016000000 0.0000000 0.6 May 2 2 4
## 5386 0.007142857 24.5048571 0.0 May 3 2 2
## 5387 0.120000000 0.0000000 0.0 May 3 2 3
## 5388 0.026666667 0.0000000 0.8 May 2 2 8
## 5389 0.028571429 0.0000000 0.0 May 2 5 2
## 5390 0.011764706 33.7880000 0.0 May 1 2 1
## 5391 0.066666667 0.0000000 0.0 May 2 2 3
## 5392 0.048000000 15.3956000 0.0 May 2 4 3
## 5393 0.020000000 0.0000000 0.0 May 2 2 3
## 5394 0.027572016 5.1671333 0.0 May 3 2 2
## 5395 0.014285714 49.0191429 0.0 May 2 2 4
## 5396 0.100000000 0.0000000 0.0 May 2 2 1
## 5397 0.014285714 0.0000000 0.0 May 2 2 1
## 5398 0.006321839 19.1150690 0.6 May 2 2 7
## 5399 0.011764706 0.0000000 0.0 May 2 2 1
## 5400 0.039583333 8.0785312 0.0 May 2 2 4
## 5401 0.028571429 0.0000000 0.8 May 2 2 1
## 5402 0.012361111 52.0516500 0.0 May 3 2 1
## 5403 0.006666667 0.0000000 0.0 May 4 1 4
## 5404 0.025362319 9.1273913 0.0 May 2 2 7
## 5405 0.015384615 0.0000000 0.0 May 1 1 1
## 5406 0.131944444 0.0000000 0.6 May 3 2 6
## 5407 0.075000000 0.0000000 0.0 May 2 4 1
## 5409 0.016921296 0.0000000 0.0 May 1 8 3
## 5410 0.046491228 4.3083158 0.0 May 1 1 3
## 5411 0.011363949 22.0219716 0.6 May 2 2 7
## 5412 0.054586466 0.0000000 1.0 May 1 1 3
## 5413 0.050000000 0.0000000 0.4 May 2 2 1
## 5414 0.009553204 17.1961152 0.0 May 2 6 2
## 5415 0.037793427 0.0000000 0.8 May 3 2 1
## 5416 0.133333333 0.0000000 0.4 May 2 5 1
## 5417 0.087037037 0.0000000 0.8 May 3 2 4
## 5418 0.009848485 0.0000000 0.0 May 1 1 8
## 5419 0.100000000 0.0000000 0.0 May 2 2 3
## 5420 0.010909616 0.0000000 0.0 May 3 2 5
## 5421 0.023288614 0.0000000 0.8 May 3 3 8
## 5422 0.075000000 0.0000000 0.8 May 2 2 1
## 5423 0.031725417 0.0000000 0.6 May 2 2 3
## 5424 0.036111111 17.5455000 0.0 May 2 2 1
## 5425 0.005882353 0.0000000 0.0 May 2 4 6
## 5426 0.020305773 5.9420256 0.4 May 2 2 3
## 5427 0.033333333 0.0000000 0.2 May 4 2 1
## 5428 0.033333333 0.0000000 0.4 May 2 2 1
## 5429 0.020000000 0.0000000 0.0 May 2 2 1
## 5430 0.116000000 0.0000000 0.0 May 1 1 3
## 5431 0.200000000 0.0000000 0.0 May 3 3 1
## 5432 0.021952663 0.0000000 0.0 May 2 2 1
## 5433 0.175000000 0.0000000 0.8 May 3 2 4
## 5434 0.007471264 0.0000000 0.4 May 2 2 1
## 5435 0.028666667 18.8050500 0.0 May 3 2 7
## 5436 0.009375000 9.7455000 0.0 May 2 4 1
## 5437 0.047901224 0.0000000 0.8 May 2 2 3
## 5438 0.005882353 23.0332941 0.0 May 2 4 9
## 5439 0.023076923 9.9609231 0.0 May 1 1 3
## 5440 0.062580645 7.6366452 0.2 May 2 2 3
## 5441 0.011534392 9.3235317 0.0 May 6 2 2
## 5442 0.022807018 19.4480000 0.0 May 2 2 5
## 5443 0.055555556 0.0000000 0.0 May 2 2 3
## 5444 0.019565217 32.7073044 0.0 May 2 4 4
## 5445 0.060000000 0.0000000 0.0 May 1 1 6
## 5446 0.066666667 0.0000000 0.0 May 2 2 3
## 5447 0.002083333 0.0000000 0.0 May 3 2 2
## 5448 0.017803379 0.0000000 0.0 May 2 2 6
## 5449 0.020416667 0.0000000 0.6 May 3 2 3
## 5450 0.006593407 6.2814945 0.0 May 2 4 9
## 5451 0.060000000 0.0000000 0.6 May 3 2 8
## 5452 0.032988166 0.0000000 0.0 May 1 1 7
## 5453 0.013333333 0.0000000 0.0 May 2 4 1
## 5454 0.031081081 8.1000000 0.8 May 2 4 7
## 5455 0.097777778 0.0000000 0.8 May 3 2 3
## 5456 0.007936508 0.0000000 0.0 Oct 2 2 1
## 5457 0.020000000 0.0000000 0.0 June 2 2 2
## 5458 0.000000000 42.2930675 0.0 Oct 1 1 3
## 5459 0.004385965 28.0680499 0.0 June 2 2 6
## 5460 0.100000000 0.0000000 0.0 June 2 2 7
## 5461 0.031250000 19.8277089 0.0 Jul 2 2 7
## 5462 0.011111111 0.0000000 0.0 Oct 2 2 1
## 5463 0.068253968 0.0000000 0.0 Aug 3 2 3
## 5464 0.010000000 0.0000000 0.0 Nov 3 2 4
## 5465 0.005932203 204.0079491 0.0 Nov 2 2 1
## 5466 0.035488428 4.3481456 0.0 Oct 1 1 4
## 5467 0.125000000 0.0000000 0.0 Jul 3 2 6
## 5468 0.016161616 0.0000000 0.0 Nov 1 1 6
## 5469 0.012248677 0.0000000 0.0 Sep 2 2 1
## 5470 0.016605750 0.0000000 0.0 Oct 2 2 5
## 5471 0.038235294 0.0000000 0.0 June 1 1 3
## 5472 0.080000000 0.0000000 0.0 June 2 4 2
## 5473 0.030000000 0.0000000 0.0 Aug 1 1 4
## 5474 0.033623455 0.0000000 0.0 Sep 4 1 9
## 5475 0.040000000 36.6617829 0.0 Oct 2 2 2
## 5476 0.043243243 5.1283582 0.0 Oct 2 2 7
## 5477 0.010526316 0.0000000 0.0 Oct 1 1 3
## 5478 0.001666667 0.0000000 0.0 Oct 2 4 4
## 5479 0.079166667 0.0000000 0.0 Jul 4 1 1
## 5480 0.007692308 72.5228385 0.0 Nov 1 1 2
## 5481 0.040000000 48.0472620 0.0 Oct 2 2 1
## 5482 0.059313725 0.0000000 0.0 Aug 3 2 1
## 5483 0.066666667 0.0000000 0.0 Aug 1 8 7
## 5484 0.026190476 32.7003447 0.0 Jul 2 2 6
## 5485 0.066666667 0.0000000 0.0 Oct 1 1 7
## 5486 0.037179487 3.2968273 0.0 June 2 2 2
## 5487 0.034065934 0.0000000 0.0 Jul 3 2 5
## 5488 0.200000000 0.0000000 0.0 Jul 2 2 2
## 5489 0.002903226 0.0000000 0.0 Sep 2 2 1
## 5490 0.085396825 0.0000000 0.0 Oct 3 2 1
## 5491 0.011555556 0.0000000 0.0 Jul 2 2 1
## 5492 0.003571429 51.0336252 0.0 Oct 2 2 5
## 5493 0.040000000 0.0000000 0.0 Oct 1 1 4
## 5494 0.013333333 0.0000000 0.0 Oct 2 2 6
## 5495 0.000000000 106.2525169 0.0 Nov 1 1 9
## 5496 0.040000000 0.0000000 0.0 Jul 1 1 9
## 5497 0.012500000 54.5670487 0.0 Sep 4 1 1
## 5498 0.009471471 1.7986699 0.0 Nov 1 1 9
## 5499 0.009722222 0.0000000 0.0 Sep 3 2 1
## 5500 0.014285714 0.0000000 0.0 June 1 2 3
## 5501 0.012314449 7.7662809 0.0 Oct 2 2 8
## 5502 0.100000000 0.0000000 0.0 Sep 4 1 1
## 5503 0.075814536 0.0000000 0.0 June 2 5 1
## 5504 0.040370370 0.0000000 0.0 Jul 3 2 8
## 5505 0.200000000 0.0000000 0.0 Oct 1 1 8
## 5506 0.000000000 0.0000000 0.0 Jul 1 1 1
## 5507 0.003594771 0.0000000 0.0 Oct 4 2 3
## 5508 0.004761905 60.4373778 0.0 Nov 1 1 1
## 5509 0.004861111 0.0000000 0.0 Oct 2 2 4
## 5510 0.002998087 19.7152954 0.0 Nov 2 2 1
## 5511 0.019327731 0.0000000 0.0 Nov 3 2 7
## 5512 0.009469697 8.4808463 0.0 Aug 1 1 1
## 5513 0.030864198 0.0000000 0.0 Jul 1 1 3
## 5514 0.029349567 6.3737706 0.0 Jul 1 1 1
## 5515 0.046464646 0.0000000 0.0 Sep 2 10 2
## 5516 0.012500000 0.0000000 0.0 Nov 2 4 9
## 5517 0.009090909 7.6874506 0.0 Oct 2 2 1
## 5518 0.017561939 6.2829046 0.0 Sep 3 2 8
## 5519 0.050000000 0.0000000 0.0 Jul 4 1 3
## 5520 0.011659808 0.0000000 0.0 Sep 1 2 1
## 5521 0.040444444 0.0000000 0.0 June 2 2 7
## 5522 0.060000000 0.0000000 0.0 Sep 2 2 5
## 5523 0.066666667 0.0000000 0.0 Jul 3 2 3
## 5524 0.008309991 6.1759320 0.0 Oct 2 2 1
## 5525 0.028571429 86.3362327 0.0 Oct 1 1 4
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## 5437 6 Returning_Visitor FALSE FALSE
## 5438 2 New_Visitor FALSE TRUE
## 5439 3 Returning_Visitor TRUE TRUE
## 5440 2 Returning_Visitor FALSE FALSE
## 5441 4 Returning_Visitor FALSE FALSE
## 5442 1 Returning_Visitor TRUE TRUE
## 5443 3 Returning_Visitor FALSE FALSE
## 5444 1 Returning_Visitor FALSE TRUE
## 5445 3 New_Visitor FALSE FALSE
## 5446 3 Returning_Visitor FALSE FALSE
## 5447 2 Returning_Visitor TRUE FALSE
## 5448 2 Returning_Visitor FALSE FALSE
## 5449 2 Returning_Visitor FALSE FALSE
## 5450 2 New_Visitor FALSE FALSE
## 5451 2 Returning_Visitor FALSE FALSE
## 5452 3 Returning_Visitor FALSE FALSE
## 5453 3 Returning_Visitor FALSE FALSE
## 5454 2 Returning_Visitor FALSE FALSE
## 5455 13 Returning_Visitor FALSE FALSE
## 5456 5 Returning_Visitor FALSE FALSE
## 5457 1 New_Visitor FALSE FALSE
## 5458 3 New_Visitor FALSE TRUE
## 5459 11 New_Visitor FALSE TRUE
## 5460 1 Returning_Visitor FALSE FALSE
## 5461 13 Returning_Visitor FALSE TRUE
## 5462 2 New_Visitor FALSE FALSE
## 5463 3 Returning_Visitor TRUE FALSE
## 5464 2 New_Visitor TRUE FALSE
## 5465 4 Returning_Visitor TRUE TRUE
## 5466 1 Returning_Visitor TRUE FALSE
## 5467 1 Returning_Visitor FALSE FALSE
## 5468 1 Returning_Visitor FALSE FALSE
## 5469 3 Returning_Visitor FALSE FALSE
## 5470 2 Returning_Visitor FALSE FALSE
## 5471 4 Returning_Visitor FALSE FALSE
## 5472 4 Returning_Visitor FALSE FALSE
## 5473 5 New_Visitor FALSE FALSE
## 5474 1 Returning_Visitor FALSE FALSE
## 5475 5 New_Visitor FALSE TRUE
## 5476 1 Returning_Visitor FALSE TRUE
## 5477 2 Returning_Visitor TRUE FALSE
## 5478 2 Returning_Visitor FALSE FALSE
## 5479 4 Returning_Visitor TRUE FALSE
## 5480 2 Returning_Visitor FALSE TRUE
## 5481 4 Returning_Visitor FALSE TRUE
## 5482 4 Returning_Visitor FALSE FALSE
## 5483 1 Returning_Visitor TRUE FALSE
## 5484 1 Returning_Visitor FALSE TRUE
## 5485 2 Returning_Visitor TRUE FALSE
## 5486 3 Returning_Visitor FALSE FALSE
## 5487 1 Returning_Visitor FALSE FALSE
## 5488 5 New_Visitor TRUE FALSE
## 5489 2 Returning_Visitor FALSE FALSE
## 5490 3 Returning_Visitor FALSE FALSE
## 5491 4 Returning_Visitor FALSE TRUE
## 5492 2 New_Visitor FALSE TRUE
## 5493 2 New_Visitor FALSE FALSE
## 5494 3 Returning_Visitor FALSE FALSE
## 5495 2 Returning_Visitor FALSE TRUE
## 5496 20 New_Visitor FALSE FALSE
## 5497 4 New_Visitor FALSE TRUE
## 5498 2 Returning_Visitor FALSE FALSE
## 5499 1 Returning_Visitor TRUE FALSE
## 5500 2 Returning_Visitor FALSE FALSE
## 5501 2 Returning_Visitor FALSE FALSE
## 5502 2 Returning_Visitor FALSE FALSE
## 5503 1 Returning_Visitor FALSE FALSE
## 5504 1 Returning_Visitor FALSE FALSE
## 5505 1 Returning_Visitor TRUE FALSE
## 5506 4 Returning_Visitor FALSE FALSE
## 5507 2 New_Visitor TRUE FALSE
## 5508 3 New_Visitor FALSE TRUE
## 5509 5 Returning_Visitor FALSE FALSE
## 5510 13 Returning_Visitor TRUE TRUE
## 5511 2 New_Visitor TRUE FALSE
## 5512 4 New_Visitor TRUE FALSE
## 5513 1 Returning_Visitor FALSE FALSE
## 5514 4 Returning_Visitor FALSE TRUE
## 5515 1 Returning_Visitor FALSE TRUE
## 5516 4 Returning_Visitor FALSE FALSE
## 5517 3 New_Visitor FALSE TRUE
## 5518 4 Returning_Visitor TRUE FALSE
## 5519 1 Returning_Visitor TRUE FALSE
## 5520 1 Returning_Visitor FALSE FALSE
## 5521 1 Returning_Visitor FALSE FALSE
## 5522 1 Returning_Visitor FALSE FALSE
## 5523 4 Returning_Visitor TRUE FALSE
## 5524 3 Returning_Visitor FALSE FALSE
## 5525 2 New_Visitor FALSE TRUE
## 5526 6 Returning_Visitor FALSE FALSE
## 5527 13 Returning_Visitor FALSE FALSE
## 5528 1 Returning_Visitor TRUE FALSE
## 5529 13 Returning_Visitor FALSE FALSE
## 5530 1 Returning_Visitor FALSE FALSE
## 5531 2 Returning_Visitor FALSE FALSE
## 5532 6 Returning_Visitor FALSE FALSE
## 5533 2 New_Visitor TRUE FALSE
## 5534 2 Returning_Visitor FALSE FALSE
## 5535 3 New_Visitor FALSE FALSE
## 5536 2 Returning_Visitor FALSE FALSE
## 5537 3 Returning_Visitor TRUE FALSE
## 5538 5 New_Visitor TRUE FALSE
## 5539 3 New_Visitor FALSE FALSE
## 5540 2 New_Visitor TRUE FALSE
## 5541 4 Returning_Visitor FALSE FALSE
## 5542 2 Returning_Visitor FALSE FALSE
## 5543 2 New_Visitor FALSE FALSE
## 5544 1 New_Visitor TRUE FALSE
## 5545 13 Returning_Visitor FALSE FALSE
## 5546 4 New_Visitor TRUE FALSE
## 5547 2 Returning_Visitor FALSE FALSE
## 5548 1 Returning_Visitor FALSE FALSE
## 5549 20 Returning_Visitor TRUE FALSE
## 5550 2 New_Visitor FALSE TRUE
## 5551 1 Returning_Visitor FALSE FALSE
## 5552 1 Returning_Visitor TRUE FALSE
## 5553 1 Returning_Visitor FALSE FALSE
## 5554 1 Returning_Visitor FALSE FALSE
## 5555 20 Returning_Visitor FALSE TRUE
## 5556 7 Returning_Visitor FALSE TRUE
## 5557 2 New_Visitor FALSE TRUE
## 5558 3 Returning_Visitor FALSE FALSE
## 5559 3 New_Visitor FALSE FALSE
## 5560 3 Returning_Visitor FALSE FALSE
## 5561 2 Returning_Visitor FALSE TRUE
## 5562 1 Returning_Visitor TRUE TRUE
## 5563 1 Returning_Visitor FALSE FALSE
## 5564 1 Returning_Visitor TRUE TRUE
## 5565 3 Returning_Visitor FALSE FALSE
## 5566 4 New_Visitor FALSE FALSE
## 5567 4 Returning_Visitor FALSE FALSE
## 5568 1 Returning_Visitor TRUE FALSE
## 5569 2 Returning_Visitor TRUE FALSE
## 5570 20 Returning_Visitor FALSE FALSE
## 5571 4 New_Visitor FALSE FALSE
## 5572 1 Returning_Visitor FALSE TRUE
## 5573 4 Returning_Visitor TRUE FALSE
## 5574 3 Returning_Visitor FALSE FALSE
## 5575 3 Returning_Visitor FALSE FALSE
## 5576 4 Returning_Visitor FALSE FALSE
## 5577 5 New_Visitor TRUE FALSE
## 5578 2 New_Visitor FALSE FALSE
## 5579 3 Returning_Visitor FALSE FALSE
## 5580 4 Returning_Visitor FALSE FALSE
## 5581 5 New_Visitor FALSE TRUE
## 5582 3 Returning_Visitor FALSE FALSE
## 5583 13 Returning_Visitor FALSE FALSE
## 5584 1 Returning_Visitor FALSE FALSE
## 5585 2 Returning_Visitor FALSE TRUE
## 5586 1 Returning_Visitor FALSE FALSE
## 5587 4 Returning_Visitor FALSE TRUE
## 5588 4 Returning_Visitor FALSE FALSE
## 5589 1 Returning_Visitor FALSE FALSE
## 5590 11 Returning_Visitor FALSE FALSE
## 5591 1 Returning_Visitor TRUE FALSE
## 5592 3 Returning_Visitor FALSE FALSE
## 5593 13 Returning_Visitor TRUE TRUE
## 5594 20 Returning_Visitor FALSE TRUE
## 5595 2 Returning_Visitor FALSE FALSE
## 5596 1 Returning_Visitor FALSE FALSE
## 5597 1 Returning_Visitor FALSE TRUE
## 5598 1 Returning_Visitor FALSE FALSE
## 5599 2 New_Visitor TRUE FALSE
## 5600 13 Returning_Visitor FALSE FALSE
## 5601 2 Returning_Visitor FALSE FALSE
## 5602 13 Returning_Visitor FALSE FALSE
## 5603 2 Returning_Visitor TRUE TRUE
## 5604 5 Returning_Visitor FALSE FALSE
## 5605 5 New_Visitor TRUE FALSE
## 5606 1 Returning_Visitor TRUE FALSE
## 5607 4 Returning_Visitor FALSE FALSE
## 5608 1 Returning_Visitor FALSE FALSE
## 5609 13 Returning_Visitor FALSE FALSE
## 5610 2 New_Visitor FALSE FALSE
## 5611 2 New_Visitor FALSE FALSE
## 5612 1 Returning_Visitor FALSE FALSE
## 5613 3 Returning_Visitor FALSE FALSE
## 5614 5 Returning_Visitor FALSE FALSE
## 5615 3 Returning_Visitor TRUE FALSE
## 5616 1 Returning_Visitor FALSE FALSE
## 5617 2 New_Visitor FALSE FALSE
## 5618 13 Returning_Visitor FALSE FALSE
## 5619 2 Returning_Visitor FALSE FALSE
## 5620 1 Returning_Visitor TRUE TRUE
## 5621 1 Returning_Visitor FALSE FALSE
## 5622 4 Returning_Visitor FALSE FALSE
## 5623 2 Returning_Visitor TRUE TRUE
## 5624 4 Returning_Visitor FALSE TRUE
## 5625 4 Returning_Visitor FALSE FALSE
## 5626 20 Returning_Visitor TRUE TRUE
## 5627 2 New_Visitor FALSE TRUE
## 5628 2 New_Visitor FALSE FALSE
## 5629 4 Returning_Visitor FALSE FALSE
## 5630 4 Returning_Visitor TRUE FALSE
## 5631 2 New_Visitor TRUE FALSE
## 5632 4 Returning_Visitor TRUE FALSE
## 5633 1 Returning_Visitor FALSE FALSE
## 5634 3 Returning_Visitor FALSE FALSE
## 5635 3 Returning_Visitor TRUE FALSE
## [ reached 'max' / getOption("max.print") -- omitted 6656 rows ]Handling Outliers
# checking for outliers on the Administrative column
boxplot(unique_df$Administrative)
boxplot.stats(unique_df$Administrative)$out## [1] 12 16 13 11 13 18 14 12 12 16 13 17 19 15 11 11 12 13 11 14 11 15 11 11 11
## [26] 12 11 24 11 11 14 14 12 13 12 13 13 13 15 12 15 11 11 14 11 12 19 24 12 12
## [51] 14 12 11 14 11 14 12 13 11 12 17 16 15 11 12 11 15 12 11 14 16 12 11 12 14
## [76] 13 15 11 13 11 11 17 15 15 14 16 13 22 13 15 12 11 11 16 13 12 12 11 24 13
## [101] 18 12 12 17 15 11 17 13 16 13 18 17 11 24 12 11 15 12 16 11 11 11 12 14 12
## [126] 15 11 12 13 12 11 14 15 11 12 12 14 16 11 12 15 11 21 11 11 11 11 13 15 11
## [151] 14 14 15 13 14 18 16 15 13 19 20 12 18 12 12 12 13 13 14 13 19 11 11 11 11
## [176] 14 11 11 14 17 11 14 13 13 16 13 13 13 11 11 11 16 15 12 15 12 11 18 13 14
## [201] 13 11 15 15 11 13 16 12 14 14 11 15 19 11 14 23 16 14 15 16 14 11 14 11 13
## [226] 15 23 13 11 12 11 11 12 12 17 12 11 12 15 12 11 11 11 11 27 22 18 12 14 12
## [251] 13 12 12 12 13 11 12 11 15 17 12 15 20 13 11 15 17 13 12 11 11 11 13 18 23
## [276] 11 22 15 13 11 11 13 11 15 16 12 12 12 15 13 14 17 14 14 12 13 11 14 12 11
## [301] 16 12 17 13 13 17 13 13 12 13 11 14 16 17 18 11 18 12 11 17 21 11 16 12 17
## [326] 11 12 11 12 12 12 12 16 11 12 14 12 22 12 11 15 11 11 13 12 14 12 13 15 15
## [351] 18 16 15 13 11 11 11 11 16 15 12 14 12 12 13 14 11 16 12 15 11 11 12 11 12
## [376] 13 11 11 16 18 13 14 11 11 12 14 12 11 14 11 14 13 14 12 14 12 12 11 26 12
## [401] 12 13 12 19# checking for outliers in Administrative_Duration
boxplot(unique_df$Administrative_Duration)
boxplot.stats(unique_df$Administrative_Duration)$out## [1] 279.4167 1005.6667 326.2500 462.0000 293.7782 1226.0000 281.0000
## [8] 993.0000 666.8333 1388.7500 1249.8095 390.0000 374.0000 615.2500
## [15] 277.7500 241.1667 618.0000 269.0000 304.0000 312.7500 724.0000
## [22] 237.5000 279.0000 319.5000 614.1667 315.9667 359.0000 1347.7500
## [29] 280.9500 416.3929 573.5000 465.8333 311.4091 263.0000 315.1450
## [36] 523.2143 374.8750 754.1095 504.0000 466.5000 402.1857 306.0000
## [43] 359.3000 294.7000 262.2500 937.1746 437.3913 281.0000 316.1405
## [50] 301.7000 421.0000 492.4167 352.5000 274.5000 311.9167 867.9226
## [57] 241.6667 828.0526 539.5000 285.0119 1521.0000 345.0000 267.1667
## [64] 1373.5000 272.5000 247.3333 267.5000 387.5000 272.5000 320.5000
## [71] 308.0000 315.0000 1011.3611 464.0000 243.0000 282.0000 512.8333
## [78] 302.0000 600.4231 710.3333 848.1429 281.6310 487.5000 376.8000
## [85] 985.5000 606.0000 1640.5909 310.0000 1417.5000 960.0000 613.6667
## [92] 1499.5714 1223.0000 242.0000 739.2092 1559.7500 249.1667 523.9167
## [99] 377.8333 298.6667 876.2333 408.2000 382.8333 475.0000 546.0000
## [106] 250.3333 2047.2348 348.6548 412.0000 1130.5029 699.1667 248.5000
## [113] 274.3333 1155.6667 355.5000 352.0000 275.0000 238.3750 377.5128
## [120] 429.3333 485.3333 1283.0000 648.0000 494.1667 511.5000 387.6000
## [127] 309.0000 456.9881 333.0000 825.0000 324.3000 413.5000 354.8333
## [134] 765.6667 702.0000 352.2429 241.7667 253.0000 445.3333 654.7750
## [141] 243.6667 254.0000 598.0000 515.6000 397.5000 238.4667 675.3333
## [148] 296.0000 269.1667 430.8333 724.5000 357.2500 418.6667 335.1190
## [155] 329.2976 527.0000 299.0000 295.6941 587.0000 309.0000 240.2000
## [162] 353.0000 275.9104 277.6667 398.7000 424.1667 389.7500 462.0000
## [169] 281.7500 513.5536 1687.5000 431.0000 427.0000 662.5357 626.0000
## [176] 245.3333 337.0000 243.0000 750.7500 243.0000 252.5000 318.0000
## [183] 331.1667 359.0000 704.8699 432.5833 364.5000 345.8333 248.6667
## [190] 262.0000 290.3333 535.7500 450.4000 299.6032 454.0000 245.3333
## [197] 275.0000 259.1667 299.0833 376.5000 620.9524 498.9000 1541.5000
## [204] 290.6667 578.5000 246.2500 331.3000 548.3143 249.0000 261.5000
## [211] 497.7500 316.8000 314.5000 537.0000 766.8333 1215.3333 405.2583
## [218] 294.0000 637.9389 381.8667 236.8333 244.5000 592.0014 335.0000
## [225] 269.8000 277.1667 1629.3333 505.0000 267.0000 239.8333 509.6667
## [232] 1751.0476 827.2000 260.0000 566.0000 361.4762 794.8833 423.5000
## [239] 418.3333 249.0000 656.0000 319.0000 341.4286 436.0000 255.0000
## [246] 336.5000 567.3571 316.5500 247.1364 256.0000 338.0000 844.0000
## [253] 324.5000 241.0000 284.8500 322.5000 418.0000 374.3690 374.0000
## [260] 738.0000 468.3667 283.6667 278.8333 250.8571 545.0000 237.8333
## [267] 1764.0000 312.0000 299.0000 251.8667 276.8667 1321.2500 397.8333
## [274] 251.0000 766.8333 318.6667 386.0000 368.8333 839.0000 402.5000
## [281] 245.4667 294.5000 362.0000 820.8000 316.8333 367.0000 375.2786
## [288] 339.1667 259.8333 389.0000 388.3000 245.0833 543.0000 738.0000
## [295] 245.1667 246.5000 641.5357 815.7667 1271.5000 494.1667 313.0333
## [302] 602.0000 279.5000 334.7500 282.5000 321.6667 253.9000 512.0000
## [309] 975.7500 323.5500 1474.5000 464.1500 523.3333 299.6333 433.1000
## [316] 270.0000 310.8571 732.2500 321.6000 666.0000 332.6667 661.0000
## [323] 259.0000 591.6636 370.2750 779.3557 262.5000 244.0000 293.0000
## [330] 340.6111 726.3667 1261.9167 770.6000 236.9000 424.0000 253.7500
## [337] 471.5000 313.0909 273.0000 405.1667 406.4167 271.3333 280.0000
## [344] 674.0000 820.0000 255.8667 1951.2791 318.7202 365.1111 377.0000
## [351] 633.5000 738.4000 281.3333 515.0000 1064.0000 334.6000 624.2000
## [358] 1279.5000 237.8333 268.1667 454.0000 313.8667 248.8000 989.9000
## [365] 298.0000 561.0000 394.1000 1023.0000 341.4000 449.2500 268.0000
## [372] 672.0952 604.5000 2156.1667 475.7500 595.1000 417.2500 440.1042
## [379] 290.8604 683.0000 470.0000 417.0000 285.8000 1172.0000 237.2500
## [386] 611.0471 586.6480 363.3333 255.7167 310.6333 699.0000 248.0000
## [393] 363.8750 274.5000 273.0000 249.5000 356.0000 2629.2540 286.8333
## [400] 505.5000 703.5000 325.3333 238.4000 312.0000 261.0000 443.2917
## [407] 313.0000 292.1905 250.0000 771.9286 295.6667 453.0000 316.5000
## [414] 309.2500 618.0667 1222.4000 1013.0569 297.6000 545.6500 397.7000
## [421] 932.7971 271.0000 850.0000 585.8000 491.6667 340.9000 698.1333
## [428] 455.0667 601.9000 278.6667 268.0800 468.1007 301.0000 459.5000
## [435] 423.6000 628.3667 498.6000 661.7667 358.2583 265.0433 275.0844
## [442] 304.6000 353.4000 1672.0333 570.2667 238.6838 242.6333 2720.5000
## [449] 275.3333 246.5333 245.8000 391.6833 452.5000 631.1073 271.7500
## [456] 603.8000 456.2333 498.9810 438.8000 267.8000 603.9000 239.6000
## [463] 245.7333 252.6676 362.3000 760.9000 1566.6000 241.3500 381.5000
## [470] 399.8000 344.2000 408.6000 1013.8867 401.1500 552.2000 288.0000
## [477] 700.6333 1220.9143 754.5333 1013.1714 440.2814 273.6600 381.8000
## [484] 423.1000 265.4333 255.5167 501.4833 2407.4238 1104.2000 279.2667
## [491] 318.2667 317.9143 289.0000 397.2644 306.4600 779.0000 778.4000
## [498] 368.4000 293.6333 322.3500 254.2532 298.2000 275.1000 264.9000
## [505] 333.5400 569.8250 304.5833 419.0000 268.9500 296.8600 361.6000
## [512] 471.6267 241.6000 356.6000 249.8000 315.8457 432.2000 251.3091
## [519] 275.1000 385.5667 667.2500 498.9000 903.7000 236.8000 416.2000
## [526] 319.4000 484.4616 419.1795 243.6500 706.5567 415.5500 399.2000
## [533] 260.7361 287.5000 246.6000 608.1400 444.7000 376.3333 294.6588
## [540] 314.5050 515.6133 308.5860 1660.3000 913.5222 327.2357 341.8167
## [547] 240.8000 666.2000 446.3833 391.3000 351.0833 519.0000 430.1570
## [554] 287.7000 449.8167 579.1333 267.5000 285.2000 246.5333 337.5800
## [561] 420.1000 264.1333 255.9159 734.6333 242.8000 1305.1147 1427.0250
## [568] 295.2000 253.1500 293.0000 275.7400 327.4000 279.2800 410.5500
## [575] 1097.0167 253.0667 257.4000 251.8143 287.0000 344.1000 456.9000
## [582] 428.0222 659.5067 360.9167 445.3500 299.4500 337.6000 314.6107
## [589] 549.0000 593.4667 398.0000 287.2000 345.0167 373.6200 318.2000
## [596] 240.1000 346.0000 390.8700 291.2357 405.5500 473.1667 341.6000
## [603] 338.0000 337.9000 380.4333 382.3467 266.7000 504.3000 250.8000
## [610] 256.1000 312.8000 259.1833 301.0778 831.6222 292.3000 335.8000
## [617] 302.9000 353.7000 433.8000 400.6500 257.0933 264.0000 296.2000
## [624] 294.2000 280.3367 260.1000 407.5700 420.0667 265.0000 423.0000
## [631] 512.5806 352.3667 266.0476 383.8000 365.0333 309.6333 584.2000
## [638] 356.7464 604.7300 464.5000 240.9000 611.0333 822.7667 664.0867
## [645] 869.1667 524.9333 466.6167 825.9400 246.8000 263.4600 551.7944
## [652] 352.2333 1178.6000 269.8000 369.8333 237.8326 343.0667 292.8800
## [659] 902.1600 268.2000 282.1000 271.2000 237.0000 286.5333 335.1310
## [666] 352.4000 367.6333 245.9333 285.7000 262.0200 421.2500 473.7000
## [673] 590.9250 253.4000 325.4800 285.9000 247.1000 342.1000 508.8000
## [680] 821.0754 277.8000 318.2000 254.5000 1251.2000 381.6731 303.2000
## [687] 574.4512 272.0333 630.5333 371.8000 1415.5000 380.8000 564.9000
## [694] 250.8000 273.0000 574.5500 289.6833 245.4000 266.2500 291.9601
## [701] 263.7333 375.1200 803.4700 266.7433 301.2000 239.7445 243.6800
## [708] 259.2836 292.2000 785.2167 252.8000 398.0667 580.2000 471.0600
## [715] 378.4667 310.0667 293.6222 341.6000 383.3000 504.2533 275.8000
## [722] 410.9000 398.5727 326.0000 248.2286 626.4933 356.6750 975.6467
## [729] 265.4000 284.2000 446.2500 441.8500 539.5000 286.8333 524.7500
## [736] 3398.7500 825.0000 935.1000 1145.2500 256.5000 416.0000 247.1500
## [743] 333.8674 548.5000 492.1667 588.2972 265.0417 537.5000 386.0000
## [750] 490.5000 294.0705 317.0189 239.3333 390.0000 752.3833 365.1167
## [757] 643.8333 993.0833 853.7359 479.2500 355.0000 438.3310 1652.0000
## [764] 505.4000 334.5000 671.0833 356.1250 301.6250 276.0000 257.5000
## [771] 328.7500 264.9000 513.8333 297.7500 337.5417 275.7500 322.2500
## [778] 1106.3898 662.3393 368.7500 507.0000 474.0000 651.8750 315.3333
## [785] 250.0833 268.4167 238.7756 677.1912 451.2836 530.5000 346.7096
## [792] 561.5000 598.3750 645.6667 258.1444 718.0000 327.5000 1715.0000
## [799] 378.7500 316.0000 290.2934 248.5000 260.2083 1307.6750 471.2500
## [806] 487.0000 407.2500 1443.1000 543.3549 346.2500 318.6410 241.8611
## [813] 286.4643 284.0000 334.2500 452.5000 739.1250 334.1667 307.3601
## [820] 631.4167 554.7500 256.5000 249.8000 562.0000 305.9053 1230.3333
## [827] 634.2667 237.5000 964.2500 1012.5000 322.9417 474.4764 263.3583
## [834] 440.4615 866.4280 459.3333 572.5833 301.5617 331.2500 286.9333
## [841] 358.0833 298.0820 571.2500 509.8333 283.2500 390.5000 571.5000
## [848] 278.1520 2657.3181 274.2500 427.0667 302.5000 295.9619 269.0417
## [855] 241.8542 303.9280 350.6000 251.7500 249.3917 1528.2500 644.5000
## [862] 324.0000 726.0000 636.0000 237.2500 722.2083 250.5000 268.0000
## [869] 353.5000 266.8750 522.2500 293.5786 1172.0000 347.7917 283.3750
## [876] 243.1667 743.5824 238.4833 736.0000 463.7500 488.4630 408.4083
## [883] 1668.5000 426.7000 388.7917 264.4167 276.7500 1946.0000 320.0000
## [890] 399.2500 943.0000 634.5000 253.1000 381.4500 255.7500 323.3636
## [897] 1455.3500 493.7500 2086.7500 239.9288 448.5000 311.8301 466.0000
## [904] 317.9583 295.9286 288.0875 322.8333 1592.9167 284.0000 272.0417
## [911] 569.0000 331.9833 279.0000 576.0000 904.5833 237.5000 424.0000
## [918] 395.7083 403.0000 494.5333 265.7500 396.9605 352.1071 301.1369
## [925] 446.9333 335.1667 1103.3304 875.0000 250.2500 261.1619 364.3333
## [932] 252.8125 965.5000 242.5000 247.0833 497.1667 311.2500 1079.1843
## [939] 570.2500 302.0000 790.9000 305.0000 934.5000 241.8417 770.7389
## [946] 316.5000 315.1667 856.8333 504.2833 387.7500 526.8500 238.0500
## [953] 446.2381 371.7000 900.5000 367.0000 296.7500 1449.6667 444.2847
## [960] 793.5000 303.8667 394.1000 342.7500 613.5000 335.5000 506.3884
## [967] 395.8786 474.6667 1040.2500 320.2708 243.2500 1115.5000 279.0000
## [974] 507.3333 324.5000 509.5312 268.5000 379.5000 501.7500 334.0000
## [981] 369.3750 236.5000 341.0000 251.6190 321.2667 296.1167 440.5833
## [988] 1153.6823 521.0750 417.5000 424.4750 356.5000 779.4500 244.7083
## [995] 404.7667 340.5917 1098.5000 288.5208 240.1667 365.0000 271.3000
## [1002] 340.9333 274.6667 448.0621 248.9214 248.9167 444.4444 555.5000
## [1009] 392.0000 257.5625 623.5000 397.6310 922.7500 485.9066 242.1250
## [1016] 396.5000 238.5833 974.0000 265.2917 339.0000 354.2917 261.5000
## [1023] 330.0556 296.0417 559.1667 316.8229 294.0000 392.5000 353.1250
## [1030] 305.6667 992.7143 318.8013 250.2222 237.3500 1463.3333 268.2500
## [1037] 305.0000 319.8333 270.0167 1276.2643 712.0000 406.0000 393.2667
## [1044] 367.6667 344.4922 270.0000 367.2500 400.0000 364.5000 793.7500
## [1051] 283.0167 723.5000 576.6208 264.8095 244.2667 585.5000 335.0636
## [1058] 335.8750 307.3000 297.2083 280.2667 389.5000 243.7470 261.5000
## [1065] 1535.3556 279.5000 258.0000 281.3333 252.0000 247.7500 1284.3375
## [1072] 360.7500 244.2500 252.5000 1028.8333 279.2500 302.0833 262.1212
## [1079] 720.5000 449.7500 514.0750 255.0000 344.0000 461.0000 2137.1127
## [1086] 310.0000 304.5000 647.3333 281.9167 266.0000 255.4167 254.0000
## [1093] 453.6000 314.0833 879.5000 246.2524 515.9821 447.1250 878.7121
## [1100] 598.8727 349.7750 524.9500 671.0000 337.0000 247.0500 321.5000
## [1107] 1005.6083 442.6000 345.8065 397.7167 363.0500 1922.0000 795.2083
## [1114] 483.3333 381.7500 289.0000 479.2500 255.5000 323.5000 251.0000
## [1121] 822.6667 260.2500 441.1000 889.1667 495.1667 275.5167 441.8333
## [1128] 297.8333 326.4947 888.8333 1489.0417 1561.7176 298.5818 1294.9000
## [1135] 533.5914 344.5000 698.5000 500.0000 257.7500 270.7500 317.6282
## [1142] 580.3333 399.7500 243.7500 739.1949 311.1361 262.6667 413.4996
## [1149] 369.3333 305.1250# check for outliers in Informational
boxplot(unique_df$Informational)
boxplot.stats(unique_df$Informational)$out## [1] 1.0000000 2.0000000 1.0000000 1.0000000 1.0000000 4.0000000
## [7] 1.0000000 2.0000000 1.0000000 2.0000000 16.0000000 2.0000000
## [13] 1.0000000 1.0000000 5.0000000 1.0000000 2.0000000 1.0000000
## [19] 3.0000000 2.0000000 2.0000000 1.0000000 5.0000000 1.0000000
## [25] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [31] 4.0000000 1.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [37] 2.0000000 3.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [43] 14.0000000 3.0000000 5.0000000 1.0000000 4.0000000 4.0000000
## [49] 4.0000000 1.0000000 1.0000000 2.0000000 1.0000000 2.0000000
## [55] 1.0000000 2.0000000 1.0000000 3.0000000 2.0000000 1.0000000
## [61] 1.0000000 2.0000000 6.0000000 1.0000000 6.0000000 1.0000000
## [67] 2.0000000 1.0000000 1.0000000 3.0000000 2.0000000 1.0000000
## [73] 1.0000000 2.0000000 3.0000000 1.0000000 1.0000000 2.0000000
## [79] 1.0000000 12.0000000 6.0000000 2.0000000 3.0000000 1.0000000
## [85] 3.0000000 1.0000000 2.0000000 5.0000000 2.0000000 1.0000000
## [91] 1.0000000 2.0000000 2.0000000 1.0000000 4.0000000 4.0000000
## [97] 3.0000000 1.0000000 2.0000000 4.0000000 1.0000000 1.0000000
## [103] 1.0000000 4.0000000 2.0000000 1.0000000 6.0000000 1.0000000
## [109] 1.0000000 2.0000000 3.0000000 3.0000000 2.0000000 2.0000000
## [115] 3.0000000 1.0000000 1.0000000 1.0000000 1.0000000 7.0000000
## [121] 2.0000000 1.0000000 6.0000000 2.0000000 1.0000000 1.0000000
## [127] 1.0000000 2.0000000 1.0000000 5.0000000 1.0000000 4.0000000
## [133] 4.0000000 1.0000000 2.0000000 3.0000000 1.0000000 5.0000000
## [139] 2.0000000 5.0000000 6.0000000 3.0000000 2.0000000 1.0000000
## [145] 2.0000000 3.0000000 4.0000000 2.0000000 4.0000000 1.0000000
## [151] 3.0000000 2.0000000 2.0000000 1.0000000 3.0000000 6.0000000
## [157] 1.0000000 3.0000000 1.0000000 1.0000000 2.0000000 0.5039786
## [163] 3.0000000 1.0000000 2.0000000 1.0000000 3.0000000 2.0000000
## [169] 1.0000000 1.0000000 1.0000000 2.0000000 2.0000000 5.0000000
## [175] 3.0000000 3.0000000 0.5039786 0.5039786 0.5039786 0.5039786
## [181] 2.0000000 1.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [187] 1.0000000 4.0000000 4.0000000 1.0000000 2.0000000 1.0000000
## [193] 2.0000000 2.0000000 3.0000000 1.0000000 3.0000000 3.0000000
## [199] 4.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [205] 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000
## [211] 2.0000000 2.0000000 1.0000000 7.0000000 1.0000000 4.0000000
## [217] 1.0000000 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000
## [223] 4.0000000 1.0000000 1.0000000 1.0000000 3.0000000 3.0000000
## [229] 6.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [235] 2.0000000 2.0000000 0.5039786 0.5039786 0.5039786 0.5039786
## [241] 1.0000000 2.0000000 3.0000000 5.0000000 1.0000000 7.0000000
## [247] 1.0000000 4.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [253] 6.0000000 3.0000000 4.0000000 1.0000000 9.0000000 1.0000000
## [259] 1.0000000 1.0000000 2.0000000 1.0000000 6.0000000 3.0000000
## [265] 1.0000000 3.0000000 1.0000000 3.0000000 3.0000000 2.0000000
## [271] 2.0000000 2.0000000 6.0000000 4.0000000 1.0000000 1.0000000
## [277] 6.0000000 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [283] 1.0000000 3.0000000 2.0000000 3.0000000 1.0000000 1.0000000
## [289] 2.0000000 2.0000000 1.0000000 5.0000000 2.0000000 1.0000000
## [295] 3.0000000 1.0000000 2.0000000 2.0000000 2.0000000 2.0000000
## [301] 1.0000000 3.0000000 5.0000000 3.0000000 3.0000000 4.0000000
## [307] 2.0000000 1.0000000 4.0000000 3.0000000 1.0000000 1.0000000
## [313] 3.0000000 1.0000000 3.0000000 1.0000000 2.0000000 1.0000000
## [319] 1.0000000 5.0000000 2.0000000 3.0000000 1.0000000 4.0000000
## [325] 10.0000000 2.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [331] 4.0000000 2.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [337] 1.0000000 4.0000000 6.0000000 1.0000000 6.0000000 4.0000000
## [343] 3.0000000 3.0000000 2.0000000 8.0000000 3.0000000 1.0000000
## [349] 6.0000000 0.5039786 0.5039786 1.0000000 1.0000000 8.0000000
## [355] 2.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [361] 1.0000000 3.0000000 1.0000000 3.0000000 2.0000000 3.0000000
## [367] 1.0000000 7.0000000 1.0000000 1.0000000 2.0000000 1.0000000
## [373] 4.0000000 2.0000000 2.0000000 3.0000000 3.0000000 1.0000000
## [379] 1.0000000 3.0000000 3.0000000 3.0000000 2.0000000 3.0000000
## [385] 4.0000000 4.0000000 1.0000000 1.0000000 4.0000000 1.0000000
## [391] 5.0000000 2.0000000 2.0000000 1.0000000 2.0000000 1.0000000
## [397] 7.0000000 1.0000000 6.0000000 4.0000000 1.0000000 1.0000000
## [403] 2.0000000 1.0000000 4.0000000 1.0000000 1.0000000 6.0000000
## [409] 4.0000000 2.0000000 1.0000000 4.0000000 1.0000000 1.0000000
## [415] 2.0000000 1.0000000 1.0000000 2.0000000 2.0000000 5.0000000
## [421] 1.0000000 3.0000000 1.0000000 2.0000000 2.0000000 3.0000000
## [427] 1.0000000 1.0000000 1.0000000 2.0000000 9.0000000 1.0000000
## [433] 3.0000000 2.0000000 3.0000000 4.0000000 2.0000000 2.0000000
## [439] 2.0000000 2.0000000 2.0000000 2.0000000 1.0000000 5.0000000
## [445] 1.0000000 1.0000000 2.0000000 1.0000000 2.0000000 5.0000000
## [451] 1.0000000 1.0000000 1.0000000 2.0000000 1.0000000 3.0000000
## [457] 2.0000000 3.0000000 2.0000000 1.0000000 2.0000000 4.0000000
## [463] 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000 3.0000000
## [469] 4.0000000 2.0000000 2.0000000 1.0000000 1.0000000 3.0000000
## [475] 2.0000000 2.0000000 3.0000000 4.0000000 3.0000000 3.0000000
## [481] 1.0000000 2.0000000 2.0000000 2.0000000 4.0000000 1.0000000
## [487] 2.0000000 2.0000000 2.0000000 3.0000000 4.0000000 1.0000000
## [493] 2.0000000 2.0000000 0.5039786 6.0000000 1.0000000 1.0000000
## [499] 2.0000000 2.0000000 4.0000000 1.0000000 2.0000000 1.0000000
## [505] 1.0000000 1.0000000 3.0000000 3.0000000 5.0000000 2.0000000
## [511] 5.0000000 3.0000000 1.0000000 1.0000000 2.0000000 2.0000000
## [517] 2.0000000 2.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [523] 2.0000000 2.0000000 2.0000000 6.0000000 1.0000000 1.0000000
## [529] 1.0000000 3.0000000 3.0000000 2.0000000 4.0000000 1.0000000
## [535] 2.0000000 1.0000000 1.0000000 7.0000000 2.0000000 1.0000000
## [541] 1.0000000 2.0000000 1.0000000 6.0000000 1.0000000 2.0000000
## [547] 2.0000000 1.0000000 1.0000000 2.0000000 2.0000000 2.0000000
## [553] 2.0000000 1.0000000 3.0000000 1.0000000 1.0000000 1.0000000
## [559] 1.0000000 1.0000000 1.0000000 1.0000000 2.0000000 2.0000000
## [565] 1.0000000 2.0000000 4.0000000 1.0000000 4.0000000 2.0000000
## [571] 2.0000000 1.0000000 3.0000000 3.0000000 1.0000000 3.0000000
## [577] 2.0000000 2.0000000 6.0000000 1.0000000 1.0000000 1.0000000
## [583] 1.0000000 2.0000000 3.0000000 2.0000000 3.0000000 3.0000000
## [589] 1.0000000 2.0000000 1.0000000 1.0000000 3.0000000 1.0000000
## [595] 2.0000000 5.0000000 2.0000000 2.0000000 2.0000000 1.0000000
## [601] 4.0000000 1.0000000 1.0000000 1.0000000 1.0000000 3.0000000
## [607] 1.0000000 5.0000000 1.0000000 1.0000000 2.0000000 1.0000000
## [613] 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000
## [619] 2.0000000 1.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [625] 2.0000000 2.0000000 1.0000000 2.0000000 3.0000000 3.0000000
## [631] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [637] 2.0000000 3.0000000 2.0000000 1.0000000 9.0000000 2.0000000
## [643] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [649] 2.0000000 1.0000000 4.0000000 1.0000000 4.0000000 1.0000000
## [655] 1.0000000 1.0000000 1.0000000 1.0000000 3.0000000 1.0000000
## [661] 6.0000000 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [667] 1.0000000 1.0000000 2.0000000 1.0000000 3.0000000 1.0000000
## [673] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [679] 1.0000000 3.0000000 1.0000000 3.0000000 2.0000000 1.0000000
## [685] 1.0000000 2.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [691] 1.0000000 1.0000000 3.0000000 1.0000000 2.0000000 5.0000000
## [697] 1.0000000 3.0000000 1.0000000 3.0000000 1.0000000 4.0000000
## [703] 1.0000000 2.0000000 1.0000000 1.0000000 8.0000000 1.0000000
## [709] 3.0000000 1.0000000 1.0000000 2.0000000 2.0000000 5.0000000
## [715] 4.0000000 3.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [721] 1.0000000 1.0000000 4.0000000 4.0000000 8.0000000 2.0000000
## [727] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 6.0000000
## [733] 1.0000000 1.0000000 2.0000000 2.0000000 3.0000000 7.0000000
## [739] 1.0000000 1.0000000 2.0000000 3.0000000 3.0000000 1.0000000
## [745] 4.0000000 2.0000000 5.0000000 5.0000000 7.0000000 1.0000000
## [751] 2.0000000 7.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [757] 3.0000000 2.0000000 2.0000000 4.0000000 1.0000000 3.0000000
## [763] 1.0000000 11.0000000 1.0000000 4.0000000 2.0000000 1.0000000
## [769] 1.0000000 1.0000000 1.0000000 1.0000000 3.0000000 2.0000000
## [775] 1.0000000 1.0000000 8.0000000 5.0000000 1.0000000 3.0000000
## [781] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [787] 12.0000000 5.0000000 4.0000000 1.0000000 1.0000000 4.0000000
## [793] 2.0000000 1.0000000 12.0000000 2.0000000 2.0000000 1.0000000
## [799] 2.0000000 2.0000000 3.0000000 2.0000000 1.0000000 5.0000000
## [805] 1.0000000 1.0000000 1.0000000 4.0000000 2.0000000 1.0000000
## [811] 3.0000000 1.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [817] 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [823] 4.0000000 2.0000000 3.0000000 1.0000000 2.0000000 1.0000000
## [829] 1.0000000 1.0000000 1.0000000 2.0000000 3.0000000 2.0000000
## [835] 8.0000000 1.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [841] 3.0000000 2.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [847] 1.0000000 1.0000000 3.0000000 1.0000000 2.0000000 2.0000000
## [853] 2.0000000 1.0000000 3.0000000 2.0000000 2.0000000 1.0000000
## [859] 1.0000000 4.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [865] 2.0000000 1.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [871] 2.0000000 3.0000000 3.0000000 2.0000000 1.0000000 1.0000000
## [877] 2.0000000 2.0000000 3.0000000 1.0000000 6.0000000 1.0000000
## [883] 1.0000000 1.0000000 4.0000000 3.0000000 3.0000000 2.0000000
## [889] 2.0000000 2.0000000 5.0000000 2.0000000 1.0000000 3.0000000
## [895] 1.0000000 2.0000000 6.0000000 1.0000000 2.0000000 1.0000000
## [901] 1.0000000 3.0000000 3.0000000 1.0000000 1.0000000 2.0000000
## [907] 2.0000000 3.0000000 1.0000000 7.0000000 6.0000000 1.0000000
## [913] 1.0000000 3.0000000 2.0000000 1.0000000 2.0000000 1.0000000
## [919] 1.0000000 2.0000000 2.0000000 3.0000000 1.0000000 2.0000000
## [925] 1.0000000 5.0000000 4.0000000 1.0000000 1.0000000 7.0000000
## [931] 3.0000000 4.0000000 1.0000000 2.0000000 3.0000000 2.0000000
## [937] 2.0000000 1.0000000 1.0000000 2.0000000 3.0000000 3.0000000
## [943] 1.0000000 2.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [949] 1.0000000 1.0000000 2.0000000 1.0000000 2.0000000 1.0000000
## [955] 2.0000000 1.0000000 3.0000000 24.0000000 2.0000000 1.0000000
## [961] 1.0000000 7.0000000 2.0000000 2.0000000 2.0000000 1.0000000
## [967] 3.0000000 2.0000000 3.0000000 4.0000000 1.0000000 2.0000000
## [973] 4.0000000 8.0000000 1.0000000 1.0000000 3.0000000 1.0000000
## [979] 1.0000000 1.0000000 1.0000000 2.0000000 2.0000000 3.0000000
## [985] 4.0000000 1.0000000 3.0000000 4.0000000 1.0000000 1.0000000
## [991] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [997] 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [1003] 1.0000000 1.0000000 2.0000000 1.0000000 3.0000000 1.0000000
## [1009] 2.0000000 3.0000000 5.0000000 7.0000000 2.0000000 1.0000000
## [1015] 2.0000000 1.0000000 2.0000000 1.0000000 3.0000000 4.0000000
## [1021] 1.0000000 2.0000000 1.0000000 3.0000000 1.0000000 2.0000000
## [1027] 3.0000000 5.0000000 4.0000000 1.0000000 2.0000000 1.0000000
## [1033] 2.0000000 3.0000000 1.0000000 1.0000000 3.0000000 1.0000000
## [1039] 1.0000000 6.0000000 6.0000000 1.0000000 1.0000000 3.0000000
## [1045] 3.0000000 4.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [1051] 1.0000000 5.0000000 2.0000000 2.0000000 4.0000000 6.0000000
## [1057] 3.0000000 3.0000000 6.0000000 2.0000000 2.0000000 1.0000000
## [1063] 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [1069] 3.0000000 1.0000000 2.0000000 4.0000000 4.0000000 1.0000000
## [1075] 1.0000000 3.0000000 2.0000000 1.0000000 2.0000000 2.0000000
## [1081] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [1087] 1.0000000 3.0000000 2.0000000 1.0000000 2.0000000 2.0000000
## [1093] 3.0000000 3.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [1099] 1.0000000 3.0000000 3.0000000 6.0000000 3.0000000 1.0000000
## [1105] 2.0000000 3.0000000 1.0000000 1.0000000 2.0000000 3.0000000
## [1111] 2.0000000 3.0000000 4.0000000 2.0000000 2.0000000 1.0000000
## [1117] 1.0000000 1.0000000 1.0000000 3.0000000 3.0000000 1.0000000
## [1123] 4.0000000 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [1129] 1.0000000 5.0000000 3.0000000 3.0000000 1.0000000 2.0000000
## [1135] 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000 9.0000000
## [1141] 1.0000000 2.0000000 1.0000000 2.0000000 1.0000000 5.0000000
## [1147] 2.0000000 1.0000000 3.0000000 4.0000000 4.0000000 1.0000000
## [1153] 2.0000000 1.0000000 2.0000000 2.0000000 2.0000000 1.0000000
## [1159] 1.0000000 2.0000000 1.0000000 1.0000000 3.0000000 1.0000000
## [1165] 7.0000000 2.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [1171] 4.0000000 1.0000000 3.0000000 3.0000000 1.0000000 2.0000000
## [1177] 2.0000000 1.0000000 1.0000000 1.0000000 4.0000000 4.0000000
## [1183] 4.0000000 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000
## [1189] 4.0000000 3.0000000 1.0000000 1.0000000 3.0000000 6.0000000
## [1195] 1.0000000 1.0000000 1.0000000 4.0000000 2.0000000 1.0000000
## [1201] 6.0000000 2.0000000 1.0000000 3.0000000 3.0000000 2.0000000
## [1207] 3.0000000 1.0000000 3.0000000 1.0000000 8.0000000 4.0000000
## [1213] 2.0000000 2.0000000 5.0000000 1.0000000 1.0000000 6.0000000
## [1219] 4.0000000 3.0000000 1.0000000 1.0000000 2.0000000 4.0000000
## [1225] 2.0000000 1.0000000 1.0000000 3.0000000 1.0000000 2.0000000
## [1231] 2.0000000 2.0000000 1.0000000 2.0000000 2.0000000 2.0000000
## [1237] 1.0000000 1.0000000 1.0000000 2.0000000 2.0000000 1.0000000
## [1243] 1.0000000 2.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [1249] 2.0000000 3.0000000 3.0000000 3.0000000 2.0000000 1.0000000
## [1255] 2.0000000 2.0000000 4.0000000 2.0000000 1.0000000 1.0000000
## [1261] 2.0000000 1.0000000 4.0000000 3.0000000 2.0000000 2.0000000
## [1267] 3.0000000 1.0000000 1.0000000 1.0000000 2.0000000 6.0000000
## [1273] 3.0000000 3.0000000 2.0000000 2.0000000 4.0000000 3.0000000
## [1279] 1.0000000 2.0000000 2.0000000 5.0000000 3.0000000 1.0000000
## [1285] 2.0000000 4.0000000 7.0000000 1.0000000 1.0000000 1.0000000
## [1291] 1.0000000 1.0000000 7.0000000 5.0000000 4.0000000 1.0000000
## [1297] 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000 2.0000000
## [1303] 1.0000000 2.0000000 1.0000000 3.0000000 2.0000000 2.0000000
## [1309] 2.0000000 1.0000000 3.0000000 5.0000000 4.0000000 1.0000000
## [1315] 2.0000000 14.0000000 2.0000000 2.0000000 1.0000000 7.0000000
## [1321] 1.0000000 2.0000000 2.0000000 2.0000000 2.0000000 3.0000000
## [1327] 2.0000000 1.0000000 1.0000000 1.0000000 3.0000000 3.0000000
## [1333] 1.0000000 2.0000000 2.0000000 2.0000000 2.0000000 4.0000000
## [1339] 1.0000000 1.0000000 2.0000000 1.0000000 4.0000000 4.0000000
## [1345] 3.0000000 1.0000000 4.0000000 1.0000000 3.0000000 1.0000000
## [1351] 4.0000000 2.0000000 1.0000000 1.0000000 1.0000000 5.0000000
## [1357] 3.0000000 2.0000000 1.0000000 2.0000000 1.0000000 2.0000000
## [1363] 2.0000000 1.0000000 1.0000000 5.0000000 2.0000000 2.0000000
## [1369] 3.0000000 4.0000000 7.0000000 1.0000000 1.0000000 2.0000000
## [1375] 2.0000000 2.0000000 2.0000000 1.0000000 4.0000000 5.0000000
## [1381] 2.0000000 1.0000000 1.0000000 5.0000000 2.0000000 1.0000000
## [1387] 1.0000000 3.0000000 9.0000000 2.0000000 2.0000000 1.0000000
## [1393] 3.0000000 2.0000000 1.0000000 4.0000000 2.0000000 2.0000000
## [1399] 2.0000000 4.0000000 1.0000000 1.0000000 2.0000000 2.0000000
## [1405] 2.0000000 5.0000000 1.0000000 3.0000000 1.0000000 1.0000000
## [1411] 2.0000000 2.0000000 2.0000000 2.0000000 1.0000000 2.0000000
## [1417] 2.0000000 1.0000000 1.0000000 1.0000000 1.0000000 4.0000000
## [1423] 6.0000000 2.0000000 2.0000000 2.0000000 4.0000000 1.0000000
## [1429] 3.0000000 7.0000000 1.0000000 2.0000000 2.0000000 7.0000000
## [1435] 2.0000000 1.0000000 1.0000000 1.0000000 1.0000000 3.0000000
## [1441] 1.0000000 4.0000000 1.0000000 4.0000000 2.0000000 9.0000000
## [1447] 2.0000000 2.0000000 3.0000000 2.0000000 1.0000000 4.0000000
## [1453] 2.0000000 2.0000000 10.0000000 1.0000000 2.0000000 4.0000000
## [1459] 2.0000000 3.0000000 3.0000000 6.0000000 3.0000000 2.0000000
## [1465] 2.0000000 3.0000000 5.0000000 1.0000000 3.0000000 7.0000000
## [1471] 4.0000000 5.0000000 2.0000000 1.0000000 1.0000000 4.0000000
## [1477] 3.0000000 2.0000000 4.0000000 1.0000000 3.0000000 2.0000000
## [1483] 3.0000000 2.0000000 2.0000000 2.0000000 2.0000000 1.0000000
## [1489] 5.0000000 3.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [1495] 2.0000000 3.0000000 3.0000000 2.0000000 1.0000000 1.0000000
## [1501] 3.0000000 5.0000000 1.0000000 2.0000000 5.0000000 1.0000000
## [1507] 4.0000000 4.0000000 2.0000000 3.0000000 5.0000000 1.0000000
## [1513] 1.0000000 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000
## [1519] 6.0000000 2.0000000 1.0000000 1.0000000 2.0000000 2.0000000
## [1525] 3.0000000 1.0000000 4.0000000 2.0000000 2.0000000 1.0000000
## [1531] 2.0000000 5.0000000 1.0000000 2.0000000 2.0000000 1.0000000
## [1537] 1.0000000 1.0000000 2.0000000 7.0000000 2.0000000 1.0000000
## [1543] 3.0000000 1.0000000 2.0000000 2.0000000 1.0000000 1.0000000
## [1549] 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [1555] 2.0000000 1.0000000 1.0000000 1.0000000 1.0000000 3.0000000
## [1561] 3.0000000 1.0000000 3.0000000 3.0000000 2.0000000 1.0000000
## [1567] 3.0000000 4.0000000 1.0000000 1.0000000 2.0000000 3.0000000
## [1573] 2.0000000 3.0000000 3.0000000 4.0000000 1.0000000 4.0000000
## [1579] 4.0000000 2.0000000 3.0000000 2.0000000 3.0000000 1.0000000
## [1585] 2.0000000 2.0000000 2.0000000 1.0000000 3.0000000 2.0000000
## [1591] 1.0000000 2.0000000 2.0000000 4.0000000 1.0000000 1.0000000
## [1597] 7.0000000 2.0000000 1.0000000 2.0000000 1.0000000 6.0000000
## [1603] 1.0000000 2.0000000 2.0000000 2.0000000 2.0000000 1.0000000
## [1609] 1.0000000 5.0000000 1.0000000 1.0000000 5.0000000 2.0000000
## [1615] 4.0000000 6.0000000 4.0000000 1.0000000 1.0000000 4.0000000
## [1621] 2.0000000 5.0000000 6.0000000 2.0000000 2.0000000 1.0000000
## [1627] 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000 2.0000000
## [1633] 1.0000000 2.0000000 3.0000000 1.0000000 3.0000000 1.0000000
## [1639] 3.0000000 6.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [1645] 3.0000000 1.0000000 2.0000000 3.0000000 4.0000000 2.0000000
## [1651] 2.0000000 2.0000000 2.0000000 1.0000000 1.0000000 4.0000000
## [1657] 2.0000000 1.0000000 1.0000000 4.0000000 3.0000000 2.0000000
## [1663] 2.0000000 2.0000000 3.0000000 1.0000000 1.0000000 6.0000000
## [1669] 3.0000000 5.0000000 4.0000000 7.0000000 1.0000000 3.0000000
## [1675] 3.0000000 3.0000000 2.0000000 3.0000000 2.0000000 4.0000000
## [1681] 3.0000000 2.0000000 2.0000000 2.0000000 1.0000000 1.0000000
## [1687] 2.0000000 2.0000000 2.0000000 3.0000000 1.0000000 4.0000000
## [1693] 3.0000000 1.0000000 3.0000000 1.0000000 1.0000000 1.0000000
## [1699] 2.0000000 4.0000000 1.0000000 4.0000000 2.0000000 4.0000000
## [1705] 2.0000000 1.0000000 3.0000000 1.0000000 5.0000000 3.0000000
## [1711] 7.0000000 1.0000000 2.0000000 1.0000000 4.0000000 1.0000000
## [1717] 5.0000000 1.0000000 2.0000000 2.0000000 3.0000000 2.0000000
## [1723] 3.0000000 1.0000000 6.0000000 3.0000000 1.0000000 1.0000000
## [1729] 2.0000000 2.0000000 1.0000000 2.0000000 1.0000000 9.0000000
## [1735] 1.0000000 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [1741] 1.0000000 3.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [1747] 2.0000000 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [1753] 2.0000000 4.0000000 2.0000000 1.0000000 10.0000000 2.0000000
## [1759] 7.0000000 2.0000000 1.0000000 3.0000000 1.0000000 2.0000000
## [1765] 2.0000000 1.0000000 1.0000000 4.0000000 1.0000000 1.0000000
## [1771] 1.0000000 4.0000000 2.0000000 1.0000000 1.0000000 4.0000000
## [1777] 1.0000000 2.0000000 2.0000000 2.0000000 1.0000000 1.0000000
## [1783] 2.0000000 1.0000000 2.0000000 2.0000000 5.0000000 1.0000000
## [1789] 3.0000000 3.0000000 5.0000000 1.0000000 1.0000000 2.0000000
## [1795] 4.0000000 9.0000000 1.0000000 4.0000000 1.0000000 2.0000000
## [1801] 5.0000000 2.0000000 7.0000000 2.0000000 3.0000000 2.0000000
## [1807] 2.0000000 1.0000000 3.0000000 1.0000000 12.0000000 4.0000000
## [1813] 9.0000000 3.0000000 1.0000000 3.0000000 1.0000000 2.0000000
## [1819] 1.0000000 3.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [1825] 1.0000000 4.0000000 2.0000000 2.0000000 4.0000000 1.0000000
## [1831] 5.0000000 1.0000000 1.0000000 2.0000000 2.0000000 2.0000000
## [1837] 4.0000000 5.0000000 2.0000000 3.0000000 4.0000000 1.0000000
## [1843] 1.0000000 2.0000000 2.0000000 2.0000000 2.0000000 1.0000000
## [1849] 4.0000000 7.0000000 1.0000000 3.0000000 2.0000000 5.0000000
## [1855] 1.0000000 3.0000000 2.0000000 1.0000000 1.0000000 3.0000000
## [1861] 2.0000000 6.0000000 2.0000000 4.0000000 2.0000000 6.0000000
## [1867] 4.0000000 1.0000000 6.0000000 1.0000000 1.0000000 2.0000000
## [1873] 3.0000000 1.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [1879] 2.0000000 2.0000000 5.0000000 4.0000000 1.0000000 2.0000000
## [1885] 3.0000000 2.0000000 1.0000000 4.0000000 2.0000000 1.0000000
## [1891] 1.0000000 2.0000000 1.0000000 4.0000000 4.0000000 3.0000000
## [1897] 1.0000000 2.0000000 2.0000000 1.0000000 1.0000000 6.0000000
## [1903] 2.0000000 13.0000000 5.0000000 1.0000000 3.0000000 3.0000000
## [1909] 2.0000000 2.0000000 2.0000000 2.0000000 4.0000000 1.0000000
## [1915] 4.0000000 2.0000000 1.0000000 1.0000000 3.0000000 2.0000000
## [1921] 1.0000000 9.0000000 1.0000000 3.0000000 1.0000000 3.0000000
## [1927] 5.0000000 3.0000000 2.0000000 1.0000000 2.0000000 1.0000000
## [1933] 3.0000000 1.0000000 4.0000000 1.0000000 6.0000000 3.0000000
## [1939] 1.0000000 3.0000000 1.0000000 2.0000000 4.0000000 3.0000000
## [1945] 1.0000000 2.0000000 1.0000000 1.0000000 2.0000000 3.0000000
## [1951] 2.0000000 1.0000000 3.0000000 1.0000000 1.0000000 1.0000000
## [1957] 2.0000000 6.0000000 9.0000000 3.0000000 2.0000000 3.0000000
## [1963] 2.0000000 2.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [1969] 3.0000000 1.0000000 2.0000000 5.0000000 1.0000000 1.0000000
## [1975] 4.0000000 1.0000000 1.0000000 2.0000000 1.0000000 3.0000000
## [1981] 4.0000000 8.0000000 4.0000000 1.0000000 1.0000000 1.0000000
## [1987] 1.0000000 4.0000000 2.0000000 3.0000000 1.0000000 2.0000000
## [1993] 2.0000000 2.0000000 3.0000000 2.0000000 2.0000000 4.0000000
## [1999] 1.0000000 1.0000000 1.0000000 1.0000000 5.0000000 5.0000000
## [2005] 1.0000000 2.0000000 2.0000000 2.0000000 2.0000000 2.0000000
## [2011] 5.0000000 9.0000000 1.0000000 2.0000000 2.0000000 1.0000000
## [2017] 3.0000000 9.0000000 10.0000000 2.0000000 2.0000000 2.0000000
## [2023] 1.0000000 1.0000000 1.0000000 2.0000000 4.0000000 1.0000000
## [2029] 6.0000000 4.0000000 4.0000000 3.0000000 1.0000000 4.0000000
## [2035] 5.0000000 1.0000000 1.0000000 1.0000000 2.0000000 1.0000000
## [2041] 2.0000000 6.0000000 1.0000000 3.0000000 2.0000000 1.0000000
## [2047] 1.0000000 2.0000000 5.0000000 2.0000000 2.0000000 6.0000000
## [2053] 2.0000000 1.0000000 1.0000000 3.0000000 6.0000000 1.0000000
## [2059] 1.0000000 2.0000000 4.0000000 1.0000000 2.0000000 2.0000000
## [2065] 4.0000000 1.0000000 1.0000000 1.0000000 6.0000000 2.0000000
## [2071] 2.0000000 4.0000000 2.0000000 5.0000000 6.0000000 1.0000000
## [2077] 2.0000000 1.0000000 4.0000000 8.0000000 2.0000000 1.0000000
## [2083] 1.0000000 5.0000000 1.0000000 8.0000000 2.0000000 1.0000000
## [2089] 2.0000000 2.0000000 4.0000000 2.0000000 2.0000000 4.0000000
## [2095] 3.0000000 1.0000000 2.0000000 2.0000000 1.0000000 5.0000000
## [2101] 3.0000000 3.0000000 2.0000000 2.0000000 1.0000000 1.0000000
## [2107] 3.0000000 2.0000000 1.0000000 3.0000000 2.0000000 1.0000000
## [2113] 2.0000000 4.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [2119] 2.0000000 2.0000000 3.0000000 1.0000000 5.0000000 3.0000000
## [2125] 1.0000000 4.0000000 1.0000000 1.0000000 4.0000000 2.0000000
## [2131] 2.0000000 3.0000000 4.0000000 2.0000000 4.0000000 4.0000000
## [2137] 1.0000000 6.0000000 2.0000000 1.0000000 3.0000000 2.0000000
## [2143] 1.0000000 2.0000000 2.0000000 2.0000000 1.0000000 2.0000000
## [2149] 2.0000000 4.0000000 4.0000000 1.0000000 1.0000000 1.0000000
## [2155] 1.0000000 7.0000000 8.0000000 1.0000000 4.0000000 5.0000000
## [2161] 2.0000000 1.0000000 2.0000000 3.0000000 3.0000000 1.0000000
## [2167] 2.0000000 2.0000000 2.0000000 5.0000000 2.0000000 1.0000000
## [2173] 5.0000000 2.0000000 2.0000000 4.0000000 5.0000000 5.0000000
## [2179] 4.0000000 1.0000000 1.0000000 3.0000000 6.0000000 3.0000000
## [2185] 2.0000000 1.0000000 2.0000000 1.0000000 1.0000000 1.0000000
## [2191] 1.0000000 1.0000000 1.0000000 3.0000000 1.0000000 5.0000000
## [2197] 1.0000000 3.0000000 4.0000000 2.0000000 1.0000000 6.0000000
## [2203] 2.0000000 2.0000000 3.0000000 1.0000000 2.0000000 1.0000000
## [2209] 1.0000000 1.0000000 2.0000000 7.0000000 1.0000000 1.0000000
## [2215] 2.0000000 1.0000000 2.0000000 2.0000000 4.0000000 1.0000000
## [2221] 1.0000000 5.0000000 1.0000000 1.0000000 2.0000000 2.0000000
## [2227] 5.0000000 1.0000000 1.0000000 1.0000000 2.0000000 3.0000000
## [2233] 1.0000000 2.0000000 1.0000000 5.0000000 7.0000000 2.0000000
## [2239] 5.0000000 2.0000000 3.0000000 3.0000000 1.0000000 3.0000000
## [2245] 6.0000000 2.0000000 3.0000000 3.0000000 1.0000000 4.0000000
## [2251] 1.0000000 2.0000000 2.0000000 6.0000000 3.0000000 4.0000000
## [2257] 4.0000000 2.0000000 3.0000000 3.0000000 3.0000000 2.0000000
## [2263] 5.0000000 7.0000000 4.0000000 4.0000000 7.0000000 3.0000000
## [2269] 2.0000000 3.0000000 1.0000000 1.0000000 5.0000000 1.0000000
## [2275] 2.0000000 1.0000000 2.0000000 3.0000000 2.0000000 1.0000000
## [2281] 5.0000000 1.0000000 1.0000000 1.0000000 2.0000000 3.0000000
## [2287] 3.0000000 1.0000000 1.0000000 4.0000000 6.0000000 4.0000000
## [2293] 3.0000000 1.0000000 6.0000000 1.0000000 2.0000000 1.0000000
## [2299] 3.0000000 3.0000000 2.0000000 3.0000000 1.0000000 1.0000000
## [2305] 4.0000000 1.0000000 3.0000000 1.0000000 3.0000000 1.0000000
## [2311] 2.0000000 3.0000000 6.0000000 1.0000000 7.0000000 1.0000000
## [2317] 3.0000000 1.0000000 2.0000000 1.0000000 3.0000000 3.0000000
## [2323] 3.0000000 3.0000000 1.0000000 1.0000000 2.0000000 1.0000000
## [2329] 2.0000000 1.0000000 6.0000000 4.0000000 2.0000000 4.0000000
## [2335] 3.0000000 1.0000000 2.0000000 2.0000000 5.0000000 2.0000000
## [2341] 6.0000000 2.0000000 4.0000000 1.0000000 2.0000000 1.0000000
## [2347] 1.0000000 1.0000000 5.0000000 1.0000000 5.0000000 2.0000000
## [2353] 1.0000000 3.0000000 1.0000000 2.0000000 3.0000000 1.0000000
## [2359] 1.0000000 1.0000000 1.0000000 1.0000000 2.0000000 6.0000000
## [2365] 2.0000000 1.0000000 1.0000000 4.0000000 1.0000000 3.0000000
## [2371] 5.0000000 2.0000000 3.0000000 2.0000000 3.0000000 2.0000000
## [2377] 5.0000000 2.0000000 1.0000000 4.0000000 3.0000000 1.0000000
## [2383] 2.0000000 2.0000000 2.0000000 2.0000000 2.0000000 2.0000000
## [2389] 2.0000000 4.0000000 1.0000000 3.0000000 4.0000000 1.0000000
## [2395] 4.0000000 7.0000000 1.0000000 6.0000000 1.0000000 2.0000000
## [2401] 6.0000000 1.0000000 2.0000000 2.0000000 3.0000000 5.0000000
## [2407] 3.0000000 3.0000000 1.0000000 1.0000000 2.0000000 2.0000000
## [2413] 1.0000000 1.0000000 1.0000000 5.0000000 3.0000000 1.0000000
## [2419] 4.0000000 2.0000000 2.0000000 1.0000000 3.0000000 6.0000000
## [2425] 3.0000000 2.0000000 10.0000000 3.0000000 2.0000000 1.0000000
## [2431] 1.0000000 1.0000000 1.0000000 2.0000000 3.0000000 2.0000000
## [2437] 1.0000000 4.0000000 3.0000000 1.0000000 2.0000000 1.0000000
## [2443] 3.0000000 1.0000000 2.0000000 1.0000000 3.0000000 2.0000000
## [2449] 3.0000000 3.0000000 1.0000000 1.0000000 1.0000000 1.0000000
## [2455] 6.0000000 1.0000000 3.0000000 1.0000000 4.0000000 2.0000000
## [2461] 4.0000000 2.0000000 2.0000000 3.0000000 4.0000000 1.0000000
## [2467] 2.0000000 3.0000000 4.0000000 1.0000000 1.0000000 2.0000000
## [2473] 2.0000000 1.0000000 1.0000000 2.0000000 1.0000000 2.0000000
## [2479] 5.0000000 2.0000000 2.0000000 2.0000000 3.0000000 5.0000000
## [2485] 3.0000000 4.0000000 1.0000000 2.0000000 2.0000000 6.0000000
## [2491] 4.0000000 1.0000000 1.0000000 4.0000000 2.0000000 1.0000000
## [2497] 3.0000000 1.0000000 1.0000000 8.0000000 2.0000000 2.0000000
## [2503] 4.0000000 4.0000000 10.0000000 4.0000000 3.0000000 3.0000000
## [2509] 6.0000000 3.0000000 4.0000000 1.0000000 2.0000000 1.0000000
## [2515] 2.0000000 4.0000000 1.0000000 1.0000000 1.0000000 2.0000000
## [2521] 2.0000000 2.0000000 2.0000000 1.0000000 1.0000000 2.0000000
## [2527] 1.0000000 1.0000000 4.0000000 2.0000000 2.0000000 2.0000000
## [2533] 2.0000000 1.0000000 1.0000000 2.0000000 2.0000000 2.0000000
## [2539] 3.0000000 4.0000000 1.0000000 2.0000000 5.0000000 7.0000000
## [2545] 2.0000000 2.0000000 4.0000000 5.0000000 4.0000000 3.0000000
## [2551] 1.0000000 1.0000000 3.0000000 3.0000000 3.0000000 3.0000000
## [2557] 1.0000000 1.0000000 3.0000000 2.0000000 1.0000000 1.0000000
## [2563] 1.0000000 1.0000000 1.0000000 1.0000000 6.0000000 2.0000000
## [2569] 1.0000000 1.0000000 4.0000000 3.0000000 3.0000000 6.0000000
## [2575] 2.0000000 1.0000000 1.0000000 4.0000000 1.0000000 1.0000000
## [2581] 2.0000000 1.0000000 4.0000000 2.0000000 2.0000000 9.0000000
## [2587] 1.0000000 2.0000000 3.0000000 2.0000000 2.0000000 3.0000000
## [2593] 1.0000000 2.0000000 3.0000000 10.0000000 2.0000000 1.0000000
## [2599] 3.0000000 4.0000000 1.0000000 3.0000000 2.0000000 2.0000000
## [2605] 12.0000000 2.0000000 3.0000000 3.0000000 2.0000000 6.0000000
## [2611] 4.0000000 1.0000000 9.0000000 3.0000000 1.0000000 4.0000000
## [2617] 2.0000000 8.0000000 2.0000000 2.0000000 3.0000000 2.0000000
## [2623] 6.0000000 3.0000000 4.0000000 1.0000000 1.0000000 1.0000000
## [2629] 2.0000000 1.0000000 3.0000000 3.0000000 3.0000000 2.0000000
## [2635] 6.0000000 2.0000000 3.0000000 3.0000000 2.0000000 1.0000000
## [2641] 3.0000000 1.0000000# check for outliers in Informational_Duration
boxplot(unique_df$Informational_Duration)
boxplot.stats(unique_df$Informational_Duration)$out## [1] -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000
## [7] -1.000000 -1.000000 120.000000 -1.000000 16.000000 94.000000
## [13] 93.000000 75.000000 -1.000000 -1.000000 19.000000 22.000000
## [19] -1.000000 -1.000000 1210.397619 153.000000 48.500000 51.000000
## [25] 3.000000 144.000000 125.000000 127.000000 261.000000 306.333333
## [31] 84.000000 740.000000 303.250000 21.500000 1220.000000 235.000000
## [37] 100.000000 -1.000000 64.000000 47.000000 205.000000 70.000000
## [43] 14.333333 24.000000 40.000000 136.000000 116.000000 929.000000
## [49] 18.000000 155.500000 9.000000 1165.166667 60.000000 -1.000000
## [55] 528.000000 28.000000 654.333333 246.000000 142.000000 18.500000
## [61] 39.000000 629.000000 267.500000 4.000000 132.000000 57.000000
## [67] 14.000000 148.500000 954.000000 762.500000 60.000000 449.333333
## [73] 71.000000 212.500000 -1.000000 1411.000000 -1.000000 447.000000
## [79] 125.000000 28.500000 90.000000 -1.000000 18.000000 245.000000
## [85] 15.000000 -1.000000 125.095238 103.000000 404.000000 147.866667
## [91] 263.000000 41.000000 53.000000 148.500000 126.000000 41.000000
## [97] 371.000000 -1.000000 77.000000 395.000000 4.000000 54.000000
## [103] 41.000000 40.666667 399.333333 345.000000 23.000000 29.500000
## [109] 75.250000 116.000000 122.000000 844.000000 407.000000 60.500000
## [115] 81.000000 329.500000 70.000000 24.000000 162.000000 298.000000
## [121] 357.000000 235.550000 30.000000 104.000000 17.000000 88.000000
## [127] 51.000000 321.666667 26.000000 336.500000 76.500000 50.000000
## [133] 13.000000 20.000000 1467.000000 13.000000 450.000000 26.000000
## [139] 384.000000 90.000000 74.750000 102.000000 109.750000 47.000000
## [145] 229.000000 84.500000 243.500000 389.366667 75.500000 158.000000
## [151] 32.000000 44.500000 92.000000 81.333333 64.000000 32.500000
## [157] 242.055556 52.250000 369.000000 3.000000 123.333333 281.500000
## [163] 710.000000 125.500000 87.000000 61.000000 63.000000 34.506387
## [169] 94.500000 36.333333 45.000000 237.000000 138.500000 56.000000
## [175] 29.000000 26.000000 8.000000 171.500000 61.000000 14.000000
## [181] 300.000000 127.000000 34.506387 34.506387 34.506387 34.506387
## [187] 278.000000 37.000000 41.000000 62.000000 42.000000 17.666667
## [193] 24.000000 219.000000 388.666667 109.000000 445.000000 338.000000
## [199] 80.500000 53.000000 35.000000 56.000000 105.666667 308.000000
## [205] 33.000000 32.000000 55.000000 73.000000 28.000000 209.000000
## [211] 7.000000 58.000000 46.000000 21.000000 83.000000 373.000000
## [217] 139.000000 101.000000 141.000000 186.000000 416.000000 23.500000
## [223] 9.500000 16.000000 845.000000 255.000000 208.500000 41.000000
## [229] 20.500000 67.000000 100.000000 291.500000 105.000000 70.000000
## [235] 7.000000 60.500000 34.000000 58.166667 34.506387 34.506387
## [241] 34.506387 34.506387 21.000000 62.000000 625.500000 278.166667
## [247] 239.000000 319.300000 65.000000 17.000000 52.333333 853.750000
## [253] 222.000000 123.500000 12.000000 1146.666667 11.000000 108.000000
## [259] 92.000000 239.000000 261.633333 65.000000 9.000000 132.000000
## [265] 201.000000 40.000000 292.684211 78.000000 562.000000 907.833333
## [271] 609.000000 571.500000 57.000000 1.000000 270.333333 3.000000
## [277] 55.000000 284.000000 29.500000 775.500000 11.000000 265.000000
## [283] 44.000000 41.500000 193.000000 56.000000 279.500000 146.000000
## [289] 7.000000 869.000000 49.000000 90.000000 18.000000 111.000000
## [295] 451.500000 148.500000 100.250000 88.583333 119.000000 168.833333
## [301] 175.500000 25.000000 164.000000 32.000000 55.000000 2.000000
## [307] 172.000000 35.000000 77.000000 65.500000 5.500000 64.000000
## [313] 62.000000 89.333333 9.000000 72.833333 26.000000 250.666667
## [319] 403.000000 166.000000 117.285714 419.000000 205.000000 156.000000
## [325] 13.500000 57.000000 48.000000 241.500000 58.000000 199.000000
## [331] 172.000000 419.000000 101.000000 29.666667 353.333333 54.000000
## [337] 263.000000 34.506387 34.506387 70.500000 135.500000 604.800000
## [343] -1.000000 -1.000000 -1.000000 46.666667 91.000000 415.000000
## [349] 97.000000 118.000000 56.000000 24.000000 865.000000 39.000000
## [355] 144.500000 9.000000 89.500000 30.000000 300.900000 18.000000
## [361] 262.000000 108.000000 162.000000 51.000000 80.000000 115.000000
## [367] 470.000000 8.000000 75.000000 58.952381 394.000000 12.000000
## [373] 56.000000 213.000000 191.000000 163.000000 188.000000 25.000000
## [379] 360.000000 48.000000 243.000000 17.000000 66.000000 49.500000
## [385] 236.000000 97.000000 227.250000 451.500000 246.333333 416.000000
## [391] 51.000000 81.000000 1636.000000 16.000000 606.750000 261.833333
## [397] 66.000000 308.000000 15.000000 257.000000 298.000000 161.000000
## [403] 33.000000 281.500000 48.000000 132.833333 32.000000 56.500000
## [409] 16.000000 88.000000 545.000000 57.000000 26.000000 89.000000
## [415] 144.500000 186.000000 404.583333 28.000000 52.000000 472.000000
## [421] 37.000000 39.666667 499.000000 346.166667 108.000000 58.000000
## [427] 66.000000 125.000000 4.000000 10.666667 64.000000 39.000000
## [433] 52.000000 115.000000 21.000000 172.000000 3.000000 31.000000
## [439] 12.000000 80.000000 62.000000 106.000000 10.000000 30.000000
## [445] 506.000000 154.000000 724.000000 16.000000 30.000000 32.000000
## [451] 52.000000 140.000000 269.500000 6.000000 28.000000 17.333333
## [457] 112.000000 10.000000 146.000000 382.333333 189.000000 124.000000
## [463] 27.500000 140.000000 14.000000 12.000000 72.000000 141.166667
## [469] 113.000000 246.000000 114.000000 166.000000 584.000000 168.500000
## [475] 173.000000 45.000000 97.000000 34.506387 282.000000 2.000000
## [481] 55.000000 42.000000 63.000000 125.000000 135.000000 8.000000
## [487] 165.000000 25.000000 189.500000 424.500000 1307.000000 37.000000
## [493] 81.500000 147.166667 3.500000 83.000000 39.000000 120.000000
## [499] 16.000000 913.000000 15.000000 9.000000 31.000000 44.000000
## [505] 149.000000 9.000000 47.000000 448.500000 10.000000 36.333333
## [511] 118.000000 61.000000 13.000000 406.000000 10.166667 9.500000
## [517] 27.000000 646.000000 15.000000 32.000000 26.666667 77.000000
## [523] 459.000000 10.000000 12.000000 102.000000 18.000000 18.000000
## [529] 163.000000 196.000000 33.000000 20.000000 55.000000 59.500000
## [535] 537.000000 10.000000 20.000000 88.000000 15.000000 193.250000
## [541] 76.000000 33.000000 34.000000 1360.000000 46.666667 216.000000
## [547] 900.500000 13.000000 9.000000 214.500000 196.000000 78.000000
## [553] 909.000000 62.500000 107.000000 104.500000 91.000000 93.666667
## [559] 10.500000 38.500000 33.000000 69.000000 48.500000 808.500000
## [565] 255.500000 1.000000 108.000000 68.000000 1.500000 84.000000
## [571] 11.000000 111.500000 86.000000 85.000000 134.000000 15.000000
## [577] 15.000000 181.722222 58.000000 9.000000 7.000000 21.500000
## [583] 341.333333 249.000000 27.000000 292.000000 12.000000 327.000000
## [589] 19.000000 20.000000 10.000000 23.000000 243.000000 122.000000
## [595] 232.000000 221.000000 75.000000 56.000000 23.000000 559.000000
## [601] 4.000000 120.666667 29.000000 171.000000 16.000000 17.000000
## [607] 29.500000 29.000000 314.000000 153.000000 76.000000 416.000000
## [613] 85.000000 1779.166667 109.000000 134.333333 75.000000 3.000000
## [619] 88.000000 17.000000 15.000000 323.000000 37.500000 101.500000
## [625] 53.000000 166.000000 86.000000 41.000000 39.000000 313.000000
## [631] 246.000000 7.000000 348.000000 17.000000 1131.000000 335.000000
## [637] 15.000000 2.500000 55.000000 104.000000 140.833333 20.000000
## [643] 16.000000 201.000000 51.000000 16.000000 37.500000 17.000000
## [649] 27.000000 25.000000 58.000000 42.000000 87.000000 176.000000
## [655] 37.000000 222.000000 16.000000 134.000000 13.000000 13.000000
## [661] 47.666667 54.000000 500.000000 161.500000 9.307692 231.700000
## [667] 61.000000 313.000000 29.500000 60.000000 13.000000 29.000000
## [673] 109.000000 6.000000 707.500000 49.000000 258.000000 222.000000
## [679] 21.000000 31.000000 74.000000 120.000000 64.000000 482.333333
## [685] 20.000000 18.000000 4.000000 148.000000 82.000000 417.000000
## [691] 22.000000 194.000000 56.000000 9.000000 320.500000 12.000000
## [697] 22.000000 24.000000 114.500000 215.000000 1222.750000 39.000000
## [703] 3.000000 40.000000 298.666667 618.000000 41.000000 151.000000
## [709] 30.666667 53.000000 514.000000 460.000000 11.000000 60.000000
## [715] 218.000000 53.000000 12.000000 2.000000 42.000000 29.000000
## [721] 11.500000 160.500000 2.000000 37.000000 31.000000 1258.833333
## [727] 26.000000 56.000000 309.000000 27.000000 57.000000 1778.000000
## [733] 27.000000 10.000000 47.000000 41.000000 666.783333 151.666667
## [739] 6.000000 373.000000 42.000000 40.000000 61.000000 104.000000
## [745] 689.833333 53.000000 163.666667 21.000000 136.750000 872.000000
## [751] 129.000000 23.000000 985.419048 1150.000000 83.500000 6.000000
## [757] 12.000000 330.000000 33.000000 331.750000 93.000000 6.000000
## [763] 21.000000 516.000000 23.000000 5.000000 53.500000 1.000000
## [769] 22.000000 27.000000 93.000000 99.000000 21.000000 9.000000
## [775] 600.000000 23.000000 848.416667 39.000000 102.000000 43.666667
## [781] 69.000000 14.000000 126.000000 272.500000 70.000000 55.500000
## [787] 376.333333 37.000000 17.000000 26.000000 10.000000 56.000000
## [793] 108.000000 51.000000 35.000000 10.000000 14.000000 146.000000
## [799] 26.750000 25.500000 14.000000 23.000000 131.000000 236.000000
## [805] 17.000000 153.500000 51.000000 515.000000 4.000000 116.000000
## [811] 22.500000 47.000000 2.000000 6.000000 104.000000 5.000000
## [817] 89.000000 17.000000 13.000000 36.000000 35.000000 13.000000
## [823] 146.000000 72.000000 43.000000 7.000000 474.500000 391.000000
## [829] 370.875000 25.000000 -1.000000 100.000000 489.600000 95.000000
## [835] 101.000000 57.000000 10.000000 7.000000 84.000000 7.000000
## [841] 36.000000 92.500000 157.000000 86.000000 75.666667 85.000000
## [847] 92.000000 18.000000 5.000000 1439.000000 31.000000 9.000000
## [853] 64.000000 72.500000 -1.000000 243.000000 3.000000 315.000000
## [859] 529.700000 28.000000 38.000000 135.500000 503.250000 39.000000
## [865] 725.500000 13.000000 14.000000 58.500000 23.000000 36.000000
## [871] 38.000000 18.000000 55.000000 869.000000 262.750000 23.500000
## [877] 393.325000 103.166667 32.000000 19.000000 24.000000 263.666667
## [883] 7.000000 71.000000 17.000000 27.000000 62.333333 61.500000
## [889] 144.000000 82.000000 5.000000 8.000000 113.000000 37.400000
## [895] 24.000000 163.000000 -1.000000 -1.000000 7.000000 -1.000000
## [901] -1.000000 68.000000 178.000000 96.333333 37.000000 10.000000
## [907] 2050.433333 241.000000 101.000000 377.000000 373.500000 33.000000
## [913] 55.500000 72.000000 31.000000 40.000000 1005.000000 23.000000
## [919] 94.000000 23.000000 172.000000 219.000000 261.000000 41.000000
## [925] 28.000000 48.000000 86.000000 11.000000 18.000000 34.000000
## [931] 83.000000 187.000000 16.500000 302.000000 29.000000 282.000000
## [937] 19.000000 226.000000 94.000000 15.000000 4.000000 11.000000
## [943] 99.500000 172.000000 110.000000 25.000000 157.000000 8.000000
## [949] 194.500000 202.500000 34.000000 214.166667 48.000000 61.000000
## [955] 285.000000 31.000000 46.000000 126.000000 2.000000 20.000000
## [961] 35.000000 493.500000 116.000000 79.000000 120.800000 80.600000
## [967] 332.080000 2.000000 102.800000 204.346667 2195.300000 1093.300000
## [973] 3.000000 42.200000 14.200000 88.600000 269.800000 9.000000
## [979] 33.200000 306.100000 31.200000 657.833333 191.866667 28.200000
## [985] 69.600000 118.100000 45.266667 199.100000 152.200000 144.000000
## [991] 95.650000 38.200000 90.200000 225.766667 204.000000 99.600000
## [997] 377.433333 387.500000 28.700000 8.000000 141.000000 6.000000
## [1003] 38.200000 322.400000 303.200000 52.000000 4.000000 383.800000
## [1009] 86.600000 23.000000 6.000000 10.066667 353.400000 69.600000
## [1015] 11.000000 54.400000 842.300000 80.600000 426.200000 52.400000
## [1021] 36.200000 6.000000 535.000000 7.600000 8.000000 32.200000
## [1027] 294.600000 44.000000 50.200000 102.750000 13.000000 37.200000
## [1033] 36.600000 97.800000 7.000000 433.100000 106.800000 15.100000
## [1039] 10.000000 432.200000 19.200000 42.400000 52.400000 169.200000
## [1045] 70.500000 34.400000 1511.700000 204.400000 6.000000 295.400000
## [1051] 21.200000 26.700000 65.400000 206.100000 25.200000 165.666667
## [1057] 16.200000 22.200000 21.200000 38.300000 923.900000 201.400000
## [1063] 44.000000 678.000000 16.200000 378.800000 439.200000 2252.033333
## [1069] 168.200000 28.200000 25.200000 110.866667 69.600000 89.100000
## [1075] 133.000000 1657.300000 1005.400000 353.966667 103.800000 297.833333
## [1081] 793.800000 76.600000 100.800000 115.800000 17.720000 140.500000
## [1087] 101.700000 541.000000 148.000000 475.200000 35.700000 11.000000
## [1093] 53.200000 99.800000 225.366667 52.400000 434.300000 189.300000
## [1099] 63.400000 15.000000 652.800000 59.400000 14.200000 64.400000
## [1105] 1009.733333 216.566667 63.100000 43.200000 66.400000 246.800000
## [1111] 12.000000 274.000000 108.000000 11.500000 13.400000 35.200000
## [1117] 223.150000 173.200000 16.600000 322.400000 380.700000 160.400000
## [1123] -1.000000 14.800000 316.000000 239.800000 20.000000 245.800000
## [1129] 153.000000 183.266667 297.200000 84.800000 11.000000 179.500000
## [1135] 112.600000 18.400000 15.000000 466.400000 32.200000 226.000000
## [1141] 235.600000 135.000000 430.200000 722.900000 382.400000 6.000000
## [1147] 6.500000 42.400000 69.000000 18.200000 229.800000 1655.400000
## [1153] 38.200000 42.400000 43.400000 468.400000 44.400000 29.200000
## [1159] 10.000000 348.600000 1529.200000 28.400000 26.200000 31.200000
## [1165] 112.800000 211.600000 44.400000 251.800000 6.000000 14.000000
## [1171] 53.000000 27.600000 560.000000 100.200000 28.200000 5.000000
## [1177] 379.000000 91.200000 812.000000 34.300000 5.500000 212.800000
## [1183] 186.500000 39.400000 12.500000 239.200000 72.600000 12.000000
## [1189] 37.300000 67.400000 733.800000 69.400000 31.200000 97.640000
## [1195] 17.200000 244.300000 85.140000 6.000000 96.800000 6.000000
## [1201] 108.300000 141.880000 105.133333 94.800000 260.000000 790.006667
## [1207] 28.200000 51.400000 4.000000 105.800000 299.033333 173.540000
## [1213] 144.200000 13.100000 11.400000 16.133333 148.100000 40.800000
## [1219] 49.400000 103.800000 14.200000 131.000000 92.333333 594.133333
## [1225] 7.000000 98.800000 1236.200000 194.400000 365.966667 8.100000
## [1231] 341.600000 622.400000 53.400000 385.800000 24.700000 380.957143
## [1237] 189.400000 245.171429 99.600000 113.800000 49.300000 30.200000
## [1243] 14.200000 2.000000 152.200000 48.300000 146.000000 141.000000
## [1249] 41.200000 66.133333 62.600000 232.733333 137.000000 7.000000
## [1255] 7.000000 186.233333 629.514286 93.600000 183.800000 18.200000
## [1261] 92.300000 99.800000 56.900000 64.400000 256.066667 438.700000
## [1267] 291.200000 108.800000 36.200000 174.700000 249.800000 20.200000
## [1273] 31.700000 101.800000 22.200000 477.600000 696.200000 87.600000
## [1279] 8.000000 218.650000 11.000000 70.600000 92.700000 114.200000
## [1285] 89.533333 34.200000 28.200000 5.000000 48.300000 69.400000
## [1291] 6.000000 321.400000 608.450000 47.400000 34.800000 21.200000
## [1297] 801.800000 22.133333 56.400000 29.200000 276.000000 322.800000
## [1303] 106.800000 9.000000 62.400000 68.400000 15.200000 137.816667
## [1309] 47.640000 136.171429 29.200000 161.966667 23.533333 2.000000
## [1315] 53.400000 26.100000 195.400000 924.000000 256.750000 14.600000
## [1321] 6.000000 5.000000 358.600000 44.400000 21.600000 12.000000
## [1327] 270.600000 99.700000 4.000000 129.000000 9.000000 241.700000
## [1333] 181.950000 123.000000 6.000000 39.400000 32.700000 177.800000
## [1339] 269.666667 -1.000000 217.600000 21.200000 108.900000 277.633333
## [1345] 28.200000 518.800000 26.200000 73.600000 11.000000 230.700000
## [1351] 24.200000 211.000000 96.200000 100.100000 11.000000 985.483333
## [1357] 232.800000 31.700000 173.233333 45.800000 13.000000 1109.533333
## [1363] 201.400000 44.200000 208.600000 3.000000 13.000000 116.800000
## [1369] 16.200000 43.400000 18.500000 505.600000 80.000000 28.200000
## [1375] 30.666667 41.200000 81.400000 120.800000 12.000000 145.000000
## [1381] 124.200000 482.400000 41.600000 108.800000 124.800000 58.400000
## [1387] 182.200000 109.800000 48.350000 871.400000 54.400000 114.800000
## [1393] 55.400000 39.200000 71.100000 35.700000 88.900000 99.600000
## [1399] 102.300000 108.800000 42.400000 40.020000 201.900000 87.700000
## [1405] 118.800000 134.000000 399.800000 49.733333 30.266667 74.500000
## [1411] 7.000000 87.600000 42.200000 15.200000 18.000000 124.266667
## [1417] 42.400000 1021.600000 56.400000 20.600000 124.900000 11.100000
## [1423] 22.600000 24.200000 27.200000 46.400000 9.000000 141.200000
## [1429] 62.800000 6.000000 145.166667 199.400000 206.600000 33.300000
## [1435] 155.566667 72.500000 72.000000 37.200000 23.200000 250.000000
## [1441] 53.000000 74.600000 199.400000 68.500000 20.000000 111.900000
## [1447] 6.000000 21.200000 15.200000 9.000000 21.200000 242.800000
## [1453] 3.000000 34.600000 42.400000 21.800000 22.200000 12.000000
## [1459] 68.200000 338.400000 18.466667 207.600000 522.166667 194.400000
## [1465] 55.400000 52.400000 16.200000 36.200000 7.000000 129.750000
## [1471] 38.900000 61.600000 79.700000 130.760000 24.200000 214.100000
## [1477] 1312.400000 105.950000 624.600000 12.000000 216.600000 19.200000
## [1483] 5.000000 16.000000 96.700000 145.600000 277.133333 124.800000
## [1489] 49.400000 99.800000 42.200000 104.800000 23.200000 191.900000
## [1495] 309.733333 722.520000 13.000000 256.300000 43.400000 60.300000
## [1501] 35.200000 15.200000 1665.066667 30.700000 39.680000 19.600000
## [1507] 406.900000 132.000000 34.200000 493.000000 7.000000 112.600000
## [1513] 303.650000 32.000000 13.000000 69.600000 276.080000 12.000000
## [1519] 663.916667 521.979167 38.500000 118.750000 68.500000 7.000000
## [1525] 38.500000 802.500000 40.000000 26.500000 116.000000 96.000000
## [1531] 447.500000 197.416667 43.500000 230.166667 -1.000000 56.500000
## [1537] 258.625000 2549.375000 88.500000 55.500000 21.000000 91.303571
## [1543] 6.000000 121.000000 788.000000 121.625000 114.500000 55.500000
## [1549] 57.500000 30.000000 41.500000 62.500000 123.333333 87.000000
## [1555] 29.500000 343.000000 433.500000 89.000000 102.000000 193.500000
## [1561] 164.500000 47.000000 12.000000 1343.250000 126.750000 487.000000
## [1567] 147.500000 330.266667 23.000000 63.500000 14.000000 65.750000
## [1573] 6.333333 16.000000 9.000000 65.500000 226.000000 91.500000
## [1579] 150.500000 12.000000 28.500000 28.500000 50.500000 27.750000
## [1585] 126.500000 75.500000 37.500000 161.500000 45.000000 139.500000
## [1591] 703.500000 14.000000 36.500000 10.000000 121.000000 102.000000
## [1597] 93.000000 155.333333 29.000000 167.166667 6.500000 28.500000
## [1603] 9.000000 43.500000 156.750000 211.000000 254.000000 51.500000
## [1609] 386.000000 106.000000 31.000000 8.000000 497.833333 20.000000
## [1615] 11.000000 15.000000 352.500000 23.000000 13.000000 15.750000
## [1621] 312.000000 144.500000 100.000000 97.000000 3.000000 7.000000
## [1627] 11.000000 32.750000 627.458333 118.000000 8.000000 89.000000
## [1633] 80.166667 21.000000 36.250000 15.750000 20.000000 10.000000
## [1639] 141.500000 139.500000 383.750000 9.000000 30.500000 249.500000
## [1645] 9.000000 23.000000 86.000000 52.500000 34.250000 15.000000
## [1651] 961.450000 9.000000 -1.000000 209.000000 11.000000 49.500000
## [1657] 207.250000 31.000000 24.500000 4.000000 94.875000 24.500000
## [1663] 18.000000 134.500000 18.000000 64.500000 785.875000 105.000000
## [1669] 303.000000 115.000000 79.000000 6.000000 546.500000 118.000000
## [1675] 302.000000 6.000000 192.250000 46.500000 132.666667 97.666667
## [1681] 188.000000 13.000000 58.500000 37.000000 435.450000 67.500000
## [1687] 17.000000 763.000000 205.000000 105.000000 243.283333 138.500000
## [1693] 1830.500000 8.000000 19.000000 11.000000 110.750000 294.000000
## [1699] 886.250000 808.500000 991.250000 210.666667 74.000000 228.000000
## [1705] 141.500000 72.125000 3.000000 103.500000 13.833333 29.500000
## [1711] 5.000000 3.000000 121.500000 312.000000 13.000000 92.166667
## [1717] 33.750000 143.750000 106.000000 50.833333 69.500000 34.000000
## [1723] 77.916667 1037.150000 45.750000 189.000000 277.500000 39.500000
## [1729] 861.000000 63.500000 50.000000 138.000000 89.954545 114.750000
## [1735] 286.083333 70.500000 39.000000 888.000000 500.800000 14.000000
## [1741] 89.500000 17.000000 114.000000 32.500000 347.500000 162.500000
## [1747] 182.166667 99.000000 115.800000 13.000000 114.333333 93.416667
## [1753] 437.500000 435.250000 20.000000 19.000000 167.142857 54.000000
## [1759] 691.000000 9.000000 37.500000 13.500000 16.000000 199.000000
## [1765] 162.666667 14.000000 17.000000 365.250000 418.500000 398.000000
## [1771] 492.900000 53.500000 18.000000 17.750000 34.000000 138.500000
## [1777] 285.625000 119.375000 58.500000 23.000000 47.500000 46.500000
## [1783] 287.500000 248.500000 1949.166667 247.750000 15.000000 72.500000
## [1789] 111.000000 59.500000 160.000000 8.000000 45.500000 8.000000
## [1795] 282.000000 7.000000 10.000000 64.500000 43.333333 27.500000
## [1801] 406.916667 98.666667 1021.666667 103.000000 34.300000 495.500000
## [1807] 95.000000 107.000000 18.000000 91.000000 1174.000000 38.500000
## [1813] 4.000000 54.500000 28.500000 1079.833333 16.000000 17.000000
## [1819] 45.500000 60.500000 166.500000 109.000000 191.333333 40.500000
## [1825] 260.500000 35.500000 54.500000 41.500000 231.600000 2.000000
## [1831] 86.750000 181.000000 88.000000 39.666667 205.000000 151.500000
## [1837] 158.500000 15.000000 147.000000 31.500000 84.000000 32.000000
## [1843] 65.000000 1729.000000 55.000000 10.000000 39.250000 161.500000
## [1849] 5.000000 58.500000 103.750000 7.666667 42.000000 8.500000
## [1855] 26.000000 590.000000 408.500000 909.250000 48.000000 105.000000
## [1861] 9.000000 337.500000 5.500000 178.500000 137.500000 485.833333
## [1867] 61.500000 9.000000 447.500000 47.500000 478.916667 35.000000
## [1873] 14.750000 200.000000 944.750000 4.000000 195.000000 109.750000
## [1879] 7.000000 52.500000 52.250000 34.500000 23.000000 111.166667
## [1885] 352.083333 298.000000 16.000000 22.000000 649.250000 312.750000
## [1891] 266.875000 719.000000 64.500000 33.000000 13.000000 9.000000
## [1897] 13.000000 46.500000 60.500000 52.000000 11.000000 137.833333
## [1903] 201.500000 220.250000 584.000000 204.000000 821.000000 17.900000
## [1909] 115.000000 12.000000 146.666667 40.500000 167.000000 502.750000
## [1915] 77.000000 50.500000 8.000000 58.500000 66.500000 128.000000
## [1921] 157.500000 69.500000 130.516667 34.000000 78.000000 588.000000
## [1927] 1188.500000 59.000000 21.000000 83.500000 1231.000000 79.500000
## [1933] 84.250000 2.000000 77.958333 28.500000 89.000000 182.800000
## [1939] 39.500000 242.750000 168.833333 48.500000 759.000000 104.000000
## [1945] 886.500000 597.583333 10.000000 8.166667 3.000000 219.000000
## [1951] 696.833333 28.750000 27.000000 19.000000 216.500000 134.500000
## [1957] 6.000000 78.500000 39.000000 62.500000 49.500000 16.000000
## [1963] 65.000000 452.083333 15.750000 254.916667 36.500000 207.250000
## [1969] 4.000000 17.000000 121.250000 288.000000 28.500000 62.750000
## [1975] 82.000000 24.500000 662.000000 134.000000 17.750000 57.500000
## [1981] 65.500000 82.000000 65.000000 267.250000 136.500000 430.333333
## [1987] 17.000000 14.000000 428.547619 29.500000 254.750000 390.000000
## [1993] 27.000000 47.750000 176.500000 174.000000 208.666667 37.500000
## [1999] 75.000000 26.500000 41.500000 181.250000 204.250000 92.000000
## [2005] 1368.000000 21.000000 99.500000 138.666667 52.500000 82.500000
## [2011] 185.500000 85.000000 59.500000 22.000000 693.500000 1193.125000
## [2017] 143.250000 1488.000000 255.000000 84.500000 19.000000 94.000000
## [2023] 12.250000 825.500000 25.750000 4.000000 106.000000 324.500000
## [2029] 10.000000 1767.666667 280.500000 758.500000 789.125000 2256.916667
## [2035] 559.083333 5.000000 566.000000 54.000000 131.000000 47.750000
## [2041] 16.000000 113.000000 9.000000 112.000000 15.000000 5.000000
## [2047] 30.500000 59.500000 96.500000 9.500000 418.500000 248.166667
## [2053] 66.500000 298.333333 19.000000 1022.250000 17.000000 7.000000
## [2059] 1475.250000 8.500000 21.000000 92.000000 59.500000 636.750000
## [2065] 33.500000 286.666667 4.000000 11.000000 46.500000 14.000000
## [2071] 480.125000 34.000000 59.000000 759.500000 5.000000 22.000000
## [2077] 9.000000 170.583333 16.000000 52.500000 10.000000 464.875000
## [2083] 1039.166667 19.750000 1373.750000 9.000000 124.250000 60.000000
## [2089] 48.500000 83.000000 704.750000 86.000000 51.500000 137.500000
## [2095] 44.000000 230.000000 26.500000 21.000000 360.000000 1024.250000
## [2101] 108.000000 26.500000 162.750000 33.500000 151.250000 1083.000000
## [2107] 585.625000 19.250000 185.750000 115.000000 240.500000 102.250000
## [2113] 258.250000 61.000000 686.000000 8.000000 110.250000 53.833333
## [2119] 51.500000 63.500000 25.166667 278.250000 402.000000 50.500000
## [2125] 4.000000 125.500000 123.500000 9.000000 27.000000 627.750000
## [2131] 8.000000 114.000000 24.000000 160.833333 355.500000 9.000000
## [2137] 135.000000 504.500000 685.250000 34.000000 66.000000 16.000000
## [2143] 60.000000 3.000000 122.500000 32.750000 124.500000 60.500000
## [2149] 61.500000 193.166667 70.250000 665.500000 16.000000 840.583333
## [2155] 88.500000 143.500000 342.500000 19.000000 13.250000 176.000000
## [2161] 56.000000 40.000000 119.500000 112.000000 7.000000 26.500000
## [2167] 44.500000 39.500000 129.125000 191.750000 132.500000 188.000000
## [2173] 67.500000 170.000000 38.250000 39.500000 358.750000 5.000000
## [2179] 141.750000 70.875000 195.000000 880.250000 5.000000 10.000000
## [2185] 118.500000 251.500000 11.000000 284.000000 62.500000 33.750000
## [2191] 46.250000 273.000000 74.000000 71.250000 16.000000 10.000000
## [2197] 234.500000 230.250000 8.000000 35.500000 14.000000 414.500000
## [2203] 161.500000 809.500000 349.000000 164.000000 96.500000 62.250000
## [2209] 501.000000 343.875000 10.000000 47.500000 486.666667 67.500000
## [2215] 60.500000 189.000000 48.500000 139.500000 132.500000 523.750000
## [2221] 29.750000 35.000000 18.000000 122.000000 106.000000 1530.000000
## [2227] 11.000000 360.166667 97.000000 251.666667 23.750000 246.500000
## [2233] 144.000000 619.500000 221.000000 1494.500000 9.000000 271.250000
## [2239] 228.500000 400.375000 23.000000 109.000000 9.500000 117.000000
## [2245] 235.750000 1007.500000 112.250000 620.250000 12.000000 410.500000
## [2251] 321.000000 1043.928571 49.500000 889.500000 902.500000 738.083333
## [2257] 75.250000 21.250000 45.500000 276.250000 5.000000 33.500000
## [2263] 199.500000 264.750000 1073.000000 522.166667 55.500000 82.500000
## [2269] 19.000000 22.000000 10.000000 34.625000 575.000000 79.500000
## [2275] 32.500000 56.500000 10.000000 645.500000 2166.500000 25.500000
## [2281] 303.625000 28.750000 115.250000 310.500000 31.000000 26.000000
## [2287] 7.000000 27.000000 154.833333 3.000000 1652.000000 273.500000
## [2293] 364.916667 14.000000 26.500000 69.500000 8.000000 19.500000
## [2299] 88.725000 248.750000 18.000000 75.500000 183.000000 138.750000
## [2305] 66.875000 264.100000 67.500000 11.000000 148.500000 28.000000
## [2311] 292.000000 333.833333 6.000000 14.000000 68.500000 13.000000
## [2317] 5.000000 82.000000 6.000000 98.000000 368.154762 65.500000
## [2323] 199.000000 220.000000 376.500000 505.166667 218.250000 407.000000
## [2329] 56.500000 191.583333 68.750000 29.500000 139.750000 16.000000
## [2335] 6.000000 222.000000 32.500000 7.000000 40.000000 94.166667
## [2341] 43.500000 12.000000 20.000000 30.500000 47.500000 285.000000
## [2347] 117.250000 27.000000 54.916667 193.000000 152.500000 19.000000
## [2353] 56.500000 51.000000 190.416667 168.375000 256.500000 12.833333
## [2359] 114.000000 425.000000 145.500000 9.000000 248.333333 693.000000
## [2365] 858.570833 72.000000 494.000000 376.000000 13.000000 8.000000
## [2371] 127.500000 32.500000 91.000000 97.750000 36.500000 17.250000
## [2377] 20.000000 15.000000 66.500000 90.000000 164.625000 1415.000000
## [2383] 30.500000 155.375000 195.000000 431.333333 121.583333 11.500000
## [2389] 73.750000 12.000000 81.000000 302.000000 81.000000 8.000000
## [2395] 184.500000 125.500000 38.000000 172.000000 46.500000 10.000000
## [2401] 225.333333 12.000000 106.000000 288.375000 167.800000 518.250000
## [2407] 213.000000 8.000000 37.833333 125.000000 102.500000 1060.750000
## [2413] 80.500000 290.225000 407.500000 103.250000 37.833333 7.000000
## [2419] 182.791667 231.875000 94.000000 503.722222 339.500000 32.666667
## [2425] 333.500000 385.000000 224.000000 120.500000 23.750000 171.000000
## [2431] 256.500000 97.166667 47.750000 857.166667 46.500000 8.000000
## [2437] 5.000000 33.000000 112.000000 165.000000 540.333333 225.500000
## [2443] 547.750000 21.000000 33.750000 368.250000 211.250000 9.000000
## [2449] 86.000000# check for outliers in ProductRelated
boxplot(unique_df$ProductRelated)
boxplot.stats(unique_df$ProductRelated)$out## [1] 90 128 96 98 87 111 88 149 258 96 173 88 111 109 287 84 137 113
## [19] 89 90 104 129 93 194 140 110 84 132 115 328 93 96 160 86 150 95
## [37] 130 151 117 124 84 160 127 125 104 90 98 150 116 105 149 92 89 95
## [55] 157 154 220 129 187 113 154 112 86 104 115 131 159 94 115 204 142 206
## [73] 102 313 145 85 97 198 90 85 89 181 126 106 157 85 112 86 109 112
## [91] 85 111 109 131 93 89 89 117 127 101 128 96 90 98 108 119 122 88
## [109] 91 94 125 105 276 100 291 114 172 93 105 217 187 159 115 97 141 88
## [127] 85 85 133 156 111 84 108 106 104 87 136 93 87 85 129 129 89 180
## [145] 135 110 91 124 129 195 99 362 85 96 125 179 126 101 132 124 113 118
## [163] 106 89 175 89 106 148 440 156 108 181 116 102 95 128 103 115 178 101
## [181] 106 154 184 93 116 88 129 85 113 705 134 128 122 97 92 88 99 119
## [199] 118 105 176 90 146 84 180 91 133 96 104 99 84 106 140 145 189 120
## [217] 94 131 111 193 101 95 94 222 94 84 121 91 103 103 107 101 142 130
## [235] 141 93 305 89 99 199 149 87 439 223 98 154 115 179 98 230 84 280
## [253] 98 90 377 94 310 158 114 114 85 97 486 110 230 153 139 113 91 101
## [271] 182 221 229 113 127 216 137 84 139 107 109 170 157 103 202 346 146 151
## [289] 84 106 102 120 97 274 129 221 109 240 162 90 110 123 130 135 113 115
## [307] 211 87 227 86 159 115 162 168 161 107 93 140 429 686 136 92 91 120
## [325] 89 84 167 87 130 92 85 98 149 88 102 518 101 256 258 255 111 95
## [343] 84 97 85 198 86 86 125 91 88 95 168 133 160 103 87 358 91 213
## [361] 90 191 282 128 193 122 111 123 85 120 155 117 138 98 109 96 85 146
## [379] 109 93 179 246 237 86 125 97 138 109 94 150 84 130 137 102 104 88
## [397] 181 94 159 107 271 90 171 150 111 84 89 145 414 86 310 110 134 172
## [415] 219 94 176 97 262 114 93 154 87 409 93 171 98 159 96 189 243 117
## [433] 86 184 93 92 131 84 241 122 93 91 197 449 102 143 148 172 135 94
## [451] 111 213 94 143 98 157 188 108 159 391 238 121 161 108 152 118 165 293
## [469] 174 149 162 90 95 584 154 130 137 89 178 104 90 105 93 126 111 122
## [487] 164 311 125 140 153 340 97 86 108 90 137 250 124 99 103 103 139 204
## [505] 131 164 121 125 439 146 92 98 151 155 140 200 152 385 131 292 95 126
## [523] 232 125 96 152 93 99 102 91 251 140 97 146 122 517 170 95 114 85
## [541] 154 100 86 101 225 194 169 154 216 309 98 154 131 98 200 227 84 235
## [559] 140 95 501 224 97 111 118 229 84 91 101 118 125 275 108 145 134 96
## [577] 100 95 106 95 92 89 318 94 85 119 88 129 200 93 93 144 397 94
## [595] 150 121 97 343 103 245 122 123 113 175 159 88 171 202 116 94 107 96
## [613] 130 137 122 91 109 173 97 229 154 174 101 101 150 117 94 152 222 186
## [631] 110 130 95 113 135 238 167 133 129 91 99 111 98 132 167 161 114 91
## [649] 110 139 337 99 157 141 118 95 89 145 100 87 179 119 85 113 172 351
## [667] 162 94 138 166 106 116 154 137 349 112 97 100 182 202 108 153 230 132
## [685] 133 141 100 137 423 148 156 280 88 258 103 197 107 359 169 85 100 163
## [703] 147 114 264 90 89 132 115 134 106 120 120 139 105 108 174 200 312 149
## [721] 87 124 108 147 219 226 144 133 91 171 146 324 85 266 104 137 260 117
## [739] 108 85 338 149 89 272 108 127 89 534 102 171 470 124 152 86 141 207
## [757] 130 218 104 126 245 113 116 101 114 132 326 176 188 90 86 164 190 141
## [775] 156 304 84 107 127 205 87 98 233 213 120 186 213 115 107 88 89 85
## [793] 99 114 110 401 131 91 108 162 155 171 177 98 91 131 330 95 286 128
## [811] 106 247 122 161 162 107 167 89 111 147 93 357 138 116 124 107 117 315
## [829] 116 166 126 143 231 206 85 115 88 114 107 85 339 134 98 89 152 118
## [847] 162 283 131 106 97 89 127 143 118 85 109 237 182 195 104 171 88 155
## [865] 92 141 101 92 131 151 186 120 100 87 195 122 103 111 96 264 110 91
## [883] 116 374 401 96 85 90 137 224 155 100 152 248 119 87 237 117 220 109
## [901] 222 279 178 122 85 132 101 120 103 111 94 112 281 176 175 227 87 113
## [919] 141 109 95 152 106 234 337 199 96 148 130 85 102 129 102 132 190 170
## [937] 96 142 86 104 116 122 133 261 84 112 164 109 116 151 118 106 290 87
## [955] 189 100 103 131 95 107 128 84 336 336 123 102 132 118 136 162 137 90
## [973] 94 222 95 231 136 104 378 131 92 254 145 89 98 183 210 85 187 114
## [991] 98 193 111 107 112 114 126 93 127 93 192 125 133 111 144 221 95# check for outliers in ProductRelated_Duration
boxplot(unique_df$ProductRelated_Duration)
boxplot.stats(unique_df$ProductRelated_Duration)$out## [1] 4084.394 6951.972 5062.214 3556.612 5188.500 5220.083 3658.500
## [8] 4105.667 3510.880 5042.458 4547.167 3608.900 3410.875 11301.204
## [15] 4233.481 6255.018 5958.072 5485.106 3726.333 6682.678 12983.788
## [22] 5818.917 4699.278 3909.368 3960.646 6770.274 3506.167 7221.000
## [29] 4566.953 8646.000 3486.690 5900.351 7669.251 3552.702 3763.167
## [36] 4346.542 7533.273 3946.008 3424.583 4099.737 4261.843 4163.798
## [43] 6737.272 8961.408 4114.083 3641.213 5764.367 4996.667 3644.752
## [50] 4056.175 4270.142 9128.284 9694.261 3888.167 3484.233 3451.752
## [57] 4053.092 5186.117 3537.992 5349.564 4891.972 4764.430 4990.960
## [64] 4164.937 6860.633 4895.023 13158.667 5198.533 4093.431 3882.026
## [71] 4207.667 4656.800 5378.046 4639.411 6254.420 4945.083 5538.917
## [78] 3864.429 5284.765 7009.096 8704.372 3473.857 4107.120 3509.131
## [85] 4643.756 4415.333 8038.325 11308.098 4115.979 4139.625 9487.639
## [92] 4190.750 8699.407 7968.903 4290.833 3657.102 9487.940 4668.052
## [99] 9143.436 6223.871 4346.917 4277.000 9997.729 5703.477 7428.182
## [106] 5577.826 5448.994 4977.850 6842.003 5633.538 5645.176 4833.925
## [113] 3731.138 4509.823 3439.733 3436.067 4324.737 5044.757 6931.050
## [120] 5459.967 4566.238 4051.375 5604.977 5621.599 6141.432 3827.754
## [127] 4313.139 3855.200 4758.381 12065.181 5407.789 3772.406 3872.509
## [134] 4115.233 4086.145 3473.733 5492.367 3583.167 6100.528 3646.279
## [141] 5478.530 4153.277 4987.689 5016.351 5664.146 7515.583 4377.983
## [148] 3731.079 5432.837 3981.892 5233.590 4877.257 4569.904 6483.775
## [155] 3646.967 5426.022 6657.151 4773.336 3700.496 5343.050 3970.700
## [162] 5293.825 4651.033 7675.149 3540.239 6266.209 13259.294 13430.976
## [169] 3909.620 4516.588 3503.025 4322.779 4555.024 5072.396 3727.324
## [176] 5996.025 3593.129 3510.417 3837.500 5731.094 5882.174 3712.812
## [183] 3900.429 3816.367 3825.102 3639.737 12634.621 4200.597 4010.064
## [190] 9951.869 3899.001 4033.472 3733.229 4522.410 3618.017 4079.530
## [197] 4426.651 4175.750 5978.180 4681.894 5287.233 8388.316 4339.534
## [204] 3596.934 4713.800 4167.488 4712.769 7706.546 5883.041 4501.434
## [211] 43171.233 6897.942 3413.833 4749.240 3545.191 3615.889 4541.925
## [218] 4797.988 4126.353 7253.676 6512.011 5692.212 3572.242 4152.763
## [225] 3611.979 4306.612 5194.857 4143.175 5175.377 3428.527 5771.467
## [232] 6186.172 4044.466 4208.752 7548.633 9630.210 5738.902 4864.147
## [239] 4622.000 4376.903 7220.777 4402.250 5943.548 4204.433 3747.833
## [246] 4536.308 9447.579 6412.233 5018.328 4240.036 7959.910 4304.367
## [253] 4895.260 21857.046 4651.612 7835.875 7243.649 5526.080 9050.459
## [260] 4897.845 3799.200 18171.795 4984.371 5330.633 11729.408 9836.068
## [267] 8468.339 5066.661 23050.104 6053.467 6978.614 4565.931 5107.035
## [274] 3827.499 3539.945 6606.727 6984.612 6065.016 14577.085 5286.588
## [281] 3739.636 3566.993 3888.279 16093.309 13842.458 12541.776 5602.007
## [288] 4249.120 3528.691 4590.382 6684.521 7604.398 4318.668 5876.459
## [295] 3778.345 5523.927 6117.814 8024.509 10278.904 3886.823 3708.393
## [302] 4994.848 7091.698 4424.622 7442.388 3898.817 3818.309 5332.548
## [309] 5284.817 5721.800 4948.399 7263.957 5496.250 9661.586 3908.755
## [316] 23342.082 5944.387 4157.633 3872.717 8365.602 3890.866 3633.953
## [323] 3507.365 4916.583 3684.855 12449.900 8147.112 11976.721 3558.577
## [330] 13453.251 3637.986 8467.584 3523.331 4941.699 8006.695 3908.033
## [337] 3674.804 4100.255 5046.057 3634.586 3715.778 4316.262 10338.672
## [344] 5245.278 4131.156 9760.690 6418.819 9151.494 3677.258 4339.925
## [351] 5946.276 4749.250 4022.812 4339.367 6743.399 6440.235 6707.540
## [358] 4162.538 3987.387 11492.208 9227.371 5556.933 6847.937 9437.769
## [365] 3835.564 4031.562 4006.353 5579.316 5962.206 3645.909 7672.152
## [372] 3528.061 4287.961 4362.010 12292.464 4052.359 4554.693 4935.536
## [379] 5465.320 3421.653 4598.433 23888.810 7710.731 4391.667 3621.607
## [386] 3441.807 3410.698 3773.300 4098.700 6747.414 6847.737 6079.820
## [393] 6774.820 3856.830 4800.575 9100.403 5830.910 6137.145 15454.439
## [400] 3564.590 8768.477 4185.097 3579.786 3801.680 4066.207 4446.625
## [407] 3902.665 5194.799 3804.287 5300.292 3773.715 6309.427 63973.522
## [414] 4021.172 4977.851 3534.299 8629.784 10524.359 4966.521 7443.407
## [421] 4804.835 5149.435 4518.298 4461.285 5728.674 4656.332 5608.914
## [428] 15025.233 3472.871 9956.226 3648.562 6524.035 4575.478 3684.321
## [435] 4251.208 6323.853 12268.245 4994.249 6082.874 5399.231 4379.863
## [442] 24844.156 5253.069 5252.862 4791.461 3480.812 6241.687 7181.878
## [449] 4434.282 6085.002 5826.333 6919.899 4155.747 12500.353 3812.162
## [456] 10902.458 3543.810 4293.400 3875.428 5380.687 8622.380 4067.010
## [463] 4097.709 3674.738 5209.820 4389.888 4875.106 7444.938 17550.585
## [470] 3697.732 4284.423 4212.142 4272.608 3714.353 9018.124 3959.450
## [477] 4643.284 7097.582 7972.322 3408.267 3561.130 14505.727 8282.215
## [484] 4817.924 3401.051 4446.303 5932.597 5426.824 5793.524 4509.000
## [491] 9297.575 4096.090 4215.961 4899.627 7141.215 3831.100 27009.859
## [498] 4679.029 5639.222 4152.083 4112.394 6515.454 5212.708 5276.594
## [505] 9595.650 6460.193 6920.973 5000.739 7838.557 3591.744 7761.035
## [512] 12158.196 7712.375 4755.224 5396.265 6867.194 6854.604 10046.808
## [519] 3817.204 3978.246 4817.370 21672.244 6095.482 3993.136 3971.515
## [526] 5250.892 8866.167 3646.083 6038.245 3903.167 3507.011 9139.497
## [533] 4130.938 3586.833 6165.879 5889.731 3541.324 6057.929 5251.383
## [540] 3416.279 3972.000 13717.402 3478.750 4620.089 3556.517 7609.821
## [547] 4653.190 6671.290 3422.525 5972.417 5485.018 11940.016 3815.167
## [554] 6505.333 4836.487 5575.615 4218.075 29970.466 3626.003 7569.249
## [561] 3492.316 5969.573 5178.532 4877.123 5878.941 6400.430 10014.269
## [568] 3723.530 4045.727 4155.621 6014.398 6606.784 7405.360 3486.371
## [575] 3800.089 4760.778 4262.967 4251.741 9049.534 5106.263 4096.713
## [582] 3954.950 3993.833 5696.166 3445.012 3770.022 5520.176 10340.369
## [589] 8701.852 4885.049 5410.957 3873.022 3757.080 3517.040 8684.983
## [596] 3561.139 5098.755 5080.234 3457.629 4022.000 5442.085 6566.868
## [603] 11835.104 6123.741 4310.775 3747.814 5962.732 4492.311 4140.334
## [610] 4350.647 4436.376 10415.784 6245.704 8041.589 7017.193 8650.049
## [617] 3753.194 5546.000 4172.116 3494.067 6850.499 6759.312 5316.460
## [624] 7012.267 6879.802 3757.750 9951.360 8217.679 5999.808 8402.716
## [631] 5315.212 9648.177 4096.159 4126.449 5504.695 3713.580 3770.916
## [638] 17086.234 4729.066 8178.227 8613.257 4081.042 9247.384 3789.583
## [645] 3660.343 5154.777 3608.347 5097.418 6235.066 12959.915 8276.293
## [652] 3642.066 4597.124 4048.583 5004.229 4600.541 4254.667 3788.800
## [659] 8584.025 6725.664 3427.665 4772.920 5778.967 6203.690 6617.791
## [666] 3934.201 4373.848 3974.535 3891.214 5254.158 4590.431 5602.594
## [673] 8336.040 13379.367 6001.171 4722.569 4123.957 7044.065 12900.768
## [680] 4218.917 5757.854 4815.702 4766.021 4716.573 9119.885 8150.557
## [687] 14213.637 9770.812 8555.766 5256.472 6740.557 13265.356 7569.182
## [694] 3436.975 7434.743 8981.580 4876.008 18504.126 3752.667 6793.383
## [701] 4377.708 4156.900 14129.881 4868.000 3959.145 4307.410 6481.483
## [708] 5160.451 4737.088 8205.688 8130.965 5276.227 3497.214 7793.159
## [715] 5389.883 3616.008 4424.917 3621.067 11945.630 5505.401 8618.032
## [722] 4316.833 5767.465 3679.129 5189.961 11250.487 3441.439 4894.851
## [729] 5057.175 6858.672 4295.305 5124.692 5325.235 3575.000 3696.225
## [736] 7952.492 8125.852 4173.131 6975.887 3734.958 8591.592 6367.506
## [743] 4293.833 9126.982 5321.441 3881.794 3763.001 3881.939 3488.071
## [750] 5244.472 14568.162 5619.385 3511.833 8596.670 4263.978 5341.784
## [757] 3650.317 4041.735 3986.790 6225.989 11208.355 3879.832 9952.350
## [764] 6483.080 3711.605 10415.326 3763.448 5918.309 6449.457 8249.107
## [771] 4681.421 8864.037 4042.950 4409.300 4279.967 3573.472 3559.375
## [778] 3421.576 3484.269 11232.657 9666.858 4374.417 4558.372 4081.249
## [785] 4709.993 11246.134 8437.099 3725.671 4937.640 3494.831 4447.111
## [792] 16138.291 5076.381 3675.500 6732.124 3452.262 3614.105 7114.798
## [799] 3608.433 9354.484 4442.394 4568.339 3989.486 3401.300 4514.739
## [806] 3418.697 3830.000 8060.964 3688.847 4165.139 3887.222 6817.942
## [813] 3785.562 4191.032 5402.785 7980.363 9405.837 5093.300 3580.333
## [820] 4502.511 4484.669 5208.650 3585.178 3913.987 3634.142 6050.883
## [827] 4344.920 8425.870 3457.285 4984.543 10044.758 4931.199 3708.384
## [834] 3411.956 3606.089 5358.375 3719.644 3487.125 11257.108 10497.154
## [841] 4006.359 3998.333 3505.088 12499.377 12433.219 5947.971 4478.699
## [848] 4875.609 3978.626 4829.625 5209.958 6794.735 4838.294 7445.957
## [855] 8956.098 7468.860 7514.790 10580.345 4008.578 8068.742 9485.375
## [862] 6630.479 6194.852 3740.292 3400.249 3874.241 3554.649 3556.347
## [869] 4223.410 14988.592 7767.326 10886.877 12460.670 4403.383 4567.943
## [876] 3624.056 4334.815 5617.093 5246.435 11231.410 7750.537 4312.225
## [883] 5286.208 3486.194 6560.008 4609.626 4264.419 7356.402 6375.066
## [890] 7128.754 4803.827 4777.813 4479.116 4054.756 7532.511 5948.998
## [897] 14150.546 4097.404 7700.501 11240.977 7190.548 5395.202 4597.575
## [904] 4928.927 3779.444 4391.876 5610.687 12595.628 12166.694 3944.385
## [911] 4227.094 5091.891 4947.358 4326.667 4201.508 5509.718 5588.185
## [918] 4792.381 4698.796 6942.784 9230.891 8777.614 5155.351 12003.318
## [925] 3865.839 4637.538 6308.064 4108.808 6212.780 6384.367 9676.093
## [932] 8115.846 5496.630 6338.257 3459.480 3671.675 3653.642 6784.671
## [939] 3675.941 3466.794 6673.291 4269.493 4310.005 4214.780 3923.586
## [946] 3414.875 6072.032 4845.989 7453.767 3918.364 6340.152 4018.450
## [953] 4627.490 11431.001# check for outliers in BounceRates
boxplot(unique_df$BounceRates)
boxplot.stats(unique_df$BounceRates)$out## [1] 0.20000000 0.20000000 0.05000000 0.20000000 0.20000000 0.20000000
## [7] 0.20000000 0.20000000 0.05000000 0.04347826 0.06666667 0.20000000
## [13] 0.20000000 0.05000000 0.20000000 0.20000000 0.05000000 0.20000000
## [19] 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000
## [25] 0.20000000 0.05714286 0.20000000 0.05000000 0.15000000 0.04444444
## [31] 0.05000000 0.05000000 0.20000000 0.20000000 0.20000000 0.13333333
## [37] 0.20000000 0.05000000 0.20000000 0.20000000 0.06666667 0.20000000
## [43] 0.10000000 0.20000000 0.20000000 0.08666667 0.06666667 0.20000000
## [49] 0.20000000 0.20000000 0.20000000 0.08000000 0.10000000 0.20000000
## [55] 0.08000000 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000
## [61] 0.20000000 0.05000000 0.20000000 0.20000000 0.10000000 0.20000000
## [67] 0.20000000 0.20000000 0.06666667 0.06666667 0.20000000 0.05714286
## [73] 0.20000000 0.20000000 0.20000000 0.20000000 0.07500000 0.20000000
## [79] 0.20000000 0.07777778 0.06666667 0.20000000 0.05000000 0.20000000
## [85] 0.20000000 0.20000000 0.06666667 0.20000000 0.20000000 0.20000000
## [91] 0.04545454 0.13333333 0.06666667 0.10000000 0.20000000 0.05555556
## [97] 0.20000000 0.20000000 0.08571429 0.04444444 0.06666667 0.05000000
## [103] 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000 0.06153846
## [109] 0.20000000 0.20000000 0.20000000 0.06428571 0.20000000 0.05000000
## [115] 0.10000000 0.20000000 0.10000000 0.05714286 0.20000000 0.20000000
## [121] 0.20000000 0.20000000 0.20000000 0.20000000 0.05000000 0.20000000
## [127] 0.20000000 0.20000000 0.20000000 0.05000000 0.05714286 0.06666667
## [133] 0.20000000 0.06666667 0.20000000 0.04444444 0.08333333 0.10000000
## [139] 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000 0.05000000
## [145] 0.10000000 0.20000000 0.20000000 0.20000000 0.05000000 0.05714286
## [151] 0.20000000 0.10000000 0.20000000 0.20000000 0.04583333 0.14666667
## [157] 0.10000000 0.12000000 0.05000000 0.04545454 0.20000000 0.16190476
## [163] 0.20000000 0.10000000 0.06666667 0.20000000 0.20000000 0.10000000
## [169] 0.10000000 0.10000000 0.20000000 0.05555556 0.05000000 0.05714286
## [175] 0.06666667 0.20000000 0.12000000 0.20000000 0.20000000 0.05714286
## [181] 0.20000000 0.20000000 0.05000000 0.20000000 0.04285714 0.20000000
## [187] 0.07500000 0.10000000 0.04285714 0.20000000 0.06000000 0.10000000
## [193] 0.10000000 0.08000000 0.06666667 0.10000000 0.20000000 0.06666667
## [199] 0.06923077 0.20000000 0.10000000 0.04615385 0.06000000 0.05000000
## [205] 0.05000000 0.06000000 0.10000000 0.20000000 0.20000000 0.20000000
## [211] 0.14000000 0.20000000 0.10000000 0.20000000 0.04705882 0.06666667
## [217] 0.20000000 0.04285714 0.06666667 0.05000000 0.20000000 0.07142857
## [223] 0.20000000 0.20000000 0.15000000 0.05714286 0.20000000 0.05000000
## [229] 0.20000000 0.15555556 0.20000000 0.20000000 0.06666667 0.20000000
## [235] 0.20000000 0.08333333 0.20000000 0.08571429 0.07210884 0.06250000
## [241] 0.13333333 0.20000000 0.20000000 0.13333333 0.06666667 0.20000000
## [247] 0.07058823 0.20000000 0.06666667 0.04444444 0.20000000 0.10000000
## [253] 0.05000000 0.20000000 0.08333333 0.20000000 0.10000000 0.07500000
## [259] 0.05000000 0.20000000 0.13125000 0.20000000 0.20000000 0.20000000
## [265] 0.20000000 0.16428571 0.04214559 0.20000000 0.20000000 0.20000000
## [271] 0.08888889 0.20000000 0.06363636 0.06666667 0.20000000 0.20000000
## [277] 0.10000000 0.20000000 0.10000000 0.20000000 0.20000000 0.08000000
## [283] 0.20000000 0.16000000 0.20000000 0.06666667 0.20000000 0.04444444
## [289] 0.04948148 0.20000000 0.20000000 0.20000000 0.20000000 0.08666667
## [295] 0.20000000 0.20000000 0.06666667 0.08000000 0.06666667 0.12000000
## [301] 0.20000000 0.05000000 0.05000000 0.05000000 0.10000000 0.12000000
## [307] 0.04210526 0.05396825 0.20000000 0.05333333 0.20000000 0.20000000
## [313] 0.11538461 0.04444444 0.06666667 0.20000000 0.20000000 0.14285714
## [319] 0.20000000 0.09333333 0.20000000 0.05714286 0.20000000 0.20000000
## [325] 0.06000000 0.06428571 0.15000000 0.05000000 0.13333333 0.10000000
## [331] 0.10000000 0.05000000 0.20000000 0.20000000 0.05000000 0.11428571
## [337] 0.20000000 0.10000000 0.20000000 0.08695652 0.20000000 0.15000000
## [343] 0.20000000 0.13333333 0.20000000 0.20000000 0.12000000 0.20000000
## [349] 0.20000000 0.20000000 0.05714286 0.07894737 0.10000000 0.05555556
## [355] 0.20000000 0.04259259 0.12222222 0.20000000 0.05000000 0.12000000
## [361] 0.20000000 0.20000000 0.10000000 0.05454545 0.20000000 0.20000000
## [367] 0.14000000 0.12000000 0.10000000 0.06666667 0.11111111 0.06666667
## [373] 0.10000000 0.20000000 0.20000000 0.10000000 0.04615385 0.05333333
## [379] 0.20000000 0.20000000 0.05000000 0.10000000 0.05333333 0.20000000
## [385] 0.05600000 0.05138889 0.08421053 0.07500000 0.20000000 0.06666667
## [391] 0.06666667 0.20000000 0.06857143 0.20000000 0.04761905 0.04747944
## [397] 0.05000000 0.04444444 0.10526316 0.20000000 0.06666667 0.04400000
## [403] 0.05454545 0.20000000 0.10000000 0.05119048 0.06000000 0.20000000
## [409] 0.06666667 0.08750000 0.04761905 0.20000000 0.05000000 0.18333333
## [415] 0.20000000 0.05555556 0.05000000 0.04444444 0.04285714 0.04761905
## [421] 0.06666667 0.05000000 0.06666667 0.20000000 0.10000000 0.20000000
## [427] 0.12000000 0.04255319 0.04375000 0.20000000 0.20000000 0.20000000
## [433] 0.20000000 0.20000000 0.08333333 0.20000000 0.10000000 0.20000000
## [439] 0.13333333 0.06666667 0.04888889 0.06666667 0.20000000 0.20000000
## [445] 0.06645963 0.06666667 0.20000000 0.20000000 0.05000000 0.08571429
## [451] 0.06666667 0.20000000 0.20000000 0.06666667 0.20000000 0.06666667
## [457] 0.20000000 0.04347826 0.08000000 0.10000000 0.07500000 0.16666667
## [463] 0.20000000 0.04473684 0.04285714 0.07567568 0.12000000 0.05000000
## [469] 0.20000000 0.05333333 0.20000000 0.04285714 0.20000000 0.20000000
## [475] 0.04184397 0.07500000 0.05000000 0.05000000 0.05333333 0.20000000
## [481] 0.08000000 0.08333333 0.04252874 0.07272727 0.12222222 0.20000000
## [487] 0.04615385 0.08000000 0.04444444 0.20000000 0.20000000 0.13333333
## [493] 0.10000000 0.06666667 0.08571429 0.07407407 0.07777778 0.20000000
## [499] 0.12500000 0.10000000 0.20000000 0.04761905 0.04444444 0.10000000
## [505] 0.10000000 0.12000000 0.20000000 0.09285714 0.13333333 0.09259259
## [511] 0.06666667 0.05357143 0.04444444 0.05714286 0.04285714 0.09047619
## [517] 0.06666667 0.20000000 0.04347826 0.05238095 0.05000000 0.16000000
## [523] 0.20000000 0.14285714 0.06666667 0.04535647 0.14285714 0.15000000
## [529] 0.20000000 0.04705882 0.20000000 0.05000000 0.06666667 0.04523809
## [535] 0.05454545 0.20000000 0.20000000 0.10000000 0.08000000 0.20000000
## [541] 0.20000000 0.20000000 0.20000000 0.11428571 0.04285714 0.04777778
## [547] 0.20000000 0.15555556 0.20000000 0.04696970 0.13333333 0.20000000
## [553] 0.06538461 0.20000000 0.06666667 0.04444444 0.08000000 0.06666667
## [559] 0.20000000 0.20000000 0.05666667 0.06666667 0.05000000 0.20000000
## [565] 0.06666667 0.06250000 0.20000000 0.06666667 0.20000000 0.06666667
## [571] 0.05555556 0.15000000 0.20000000 0.17692308 0.20000000 0.20000000
## [577] 0.11428571 0.05333333 0.06666667 0.06666667 0.20000000 0.20000000
## [583] 0.08333333 0.04800000 0.06666667 0.07500000 0.08421053 0.15555556
## [589] 0.05000000 0.04444444 0.05000000 0.20000000 0.12000000 0.20000000
## [595] 0.08571429 0.20000000 0.04285714 0.07352941 0.12000000 0.15000000
## [601] 0.06666667 0.20000000 0.20000000 0.06842105 0.11111111 0.06065574
## [607] 0.04615385 0.05000000 0.04210526 0.04444444 0.20000000 0.20000000
## [613] 0.04597701 0.20000000 0.07777778 0.07500000 0.20000000 0.20000000
## [619] 0.08000000 0.20000000 0.20000000 0.07058823 0.05000000 0.20000000
## [625] 0.04931818 0.11111111 0.05714286 0.05000000 0.20000000 0.04285714
## [631] 0.10000000 0.06666667 0.14285714 0.10000000 0.08235294 0.06666667
## [637] 0.05000000 0.06666667 0.06250000 0.07741935 0.08735632 0.04375000
## [643] 0.20000000 0.06622641 0.05000000 0.06428571 0.08125000 0.13333333
## [649] 0.12000000 0.05000000 0.08000000 0.10000000 0.06666667 0.06666667
## [655] 0.20000000 0.04629630 0.08888889 0.04833333 0.05238095 0.08000000
## [661] 0.10000000 0.05862069 0.20000000 0.20000000 0.20000000 0.10000000
## [667] 0.05714286 0.06428571 0.20000000 0.20000000 0.10000000 0.20000000
## [673] 0.10000000 0.11428571 0.20000000 0.13333333 0.09000000 0.20000000
## [679] 0.06666667 0.07500000 0.10000000 0.08000000 0.10000000 0.06666667
## [685] 0.06666667 0.10000000 0.20000000 0.04333333 0.20000000 0.06666667
## [691] 0.04722222 0.06666667 0.04444444 0.05625000 0.20000000 0.20000000
## [697] 0.05600000 0.06666667 0.20000000 0.20000000 0.07692308 0.15000000
## [703] 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000 0.10000000
## [709] 0.05000000 0.04545454 0.20000000 0.05000000 0.10000000 0.20000000
## [715] 0.06666667 0.04800000 0.20000000 0.07500000 0.15000000 0.20000000
## [721] 0.13333333 0.05000000 0.20000000 0.20000000 0.20000000 0.04705882
## [727] 0.20000000 0.05000000 0.10000000 0.20000000 0.10000000 0.07500000
## [733] 0.04210526 0.05000000 0.10000000 0.20000000 0.07142857 0.06000000
## [739] 0.15000000 0.04208333 0.20000000 0.20000000 0.20000000 0.06666667
## [745] 0.08000000 0.06666667 0.10416667 0.05000000 0.13333333 0.06666667
## [751] 0.05000000 0.08000000 0.20000000 0.12500000 0.09166667 0.07500000
## [757] 0.04375000 0.10000000 0.05952381 0.10000000 0.20000000 0.20000000
## [763] 0.06666667 0.13333333 0.07777778 0.06666667 0.05000000 0.05238095
## [769] 0.06250000 0.04444444 0.04210526 0.06666667 0.20000000 0.20000000
## [775] 0.04444444 0.08000000 0.06111111 0.04444444 0.06666667 0.20000000
## [781] 0.04530744 0.20000000 0.06000000 0.05335546 0.05000000 0.12000000
## [787] 0.05000000 0.04781874 0.20000000 0.05714286 0.07407407 0.05714286
## [793] 0.18000000 0.10909091 0.05090909 0.06666667 0.20000000 0.20000000
## [799] 0.05000000 0.05000000 0.20000000 0.11428571 0.14666667 0.08571429
## [805] 0.13333333 0.04777778 0.18000000 0.05625000 0.20000000 0.04621212
## [811] 0.06842105 0.18000000 0.06666667 0.20000000 0.05909091 0.05185185
## [817] 0.10000000 0.07413793 0.07441860 0.04500000 0.08000000 0.07927928
## [823] 0.04666667 0.20000000 0.06666667 0.04266667 0.20000000 0.10000000
## [829] 0.05000000 0.06666667 0.06666667 0.05714286 0.20000000 0.05000000
## [835] 0.07500000 0.06041667 0.20000000 0.12162162 0.05320513 0.20000000
## [841] 0.20000000 0.05000000 0.05780142 0.10000000 0.11250000 0.06666667
## [847] 0.05000000 0.20000000 0.20000000 0.13333333 0.07142857 0.10000000
## [853] 0.12727273 0.05714286 0.05225225 0.08571429 0.06851852 0.08461539
## [859] 0.12500000 0.20000000 0.05000000 0.06666667 0.06666667 0.08333333
## [865] 0.04444444 0.20000000 0.20000000 0.05000000 0.15000000 0.05614035
## [871] 0.20000000 0.10000000 0.07500000 0.05256410 0.20000000 0.06222222
## [877] 0.05000000 0.20000000 0.04194529 0.05454545 0.05833333 0.05000000
## [883] 0.04444444 0.20000000 0.06666667 0.11111111 0.10114943 0.05294118
## [889] 0.05333333 0.20000000 0.04444444 0.20000000 0.20000000 0.10000000
## [895] 0.06829268 0.12222222 0.20000000 0.06274510 0.05892857 0.09090909
## [901] 0.20000000 0.20000000 0.20000000 0.12500000 0.08571429 0.20000000
## [907] 0.10000000 0.20000000 0.12000000 0.08750000 0.20000000 0.07083333
## [913] 0.04318182 0.20000000 0.05428571 0.20000000 0.07222222 0.07477478
## [919] 0.06666667 0.04444444 0.06666667 0.20000000 0.05000000 0.20000000
## [925] 0.04814815 0.08571429 0.06666667 0.04444444 0.05000000 0.20000000
## [931] 0.04404762 0.08000000 0.06190476 0.05882353 0.04285714 0.09090909
## [937] 0.05000000 0.05000000 0.20000000 0.20000000 0.05454545 0.20000000
## [943] 0.20000000 0.18000000 0.05517241 0.20000000 0.20000000 0.20000000
## [949] 0.20000000 0.05714286 0.05000000 0.20000000 0.20000000 0.05500000
## [955] 0.04691358 0.05833333 0.16423077 0.05606061 0.20000000 0.06956522
## [961] 0.20000000 0.20000000 0.20000000 0.05333333 0.20000000 0.04500000
## [967] 0.05179739 0.20000000 0.20000000 0.20000000 0.04222222 0.06111111
## [973] 0.04285714 0.06092593 0.05964912 0.04444444 0.06666667 0.20000000
## [979] 0.05333333 0.06666667 0.20000000 0.20000000 0.20000000 0.05787037
## [985] 0.20000000 0.05000000 0.20000000 0.06538461 0.06666667 0.20000000
## [991] 0.11000000 0.20000000 0.20000000 0.06149425 0.07142857 0.20000000
## [997] 0.08083779 0.13846154 0.10000000 0.20000000 0.10000000 0.10769231
## [1003] 0.05906433 0.20000000 0.20000000 0.20000000 0.04761905 0.06666667
## [1009] 0.06666667 0.10000000 0.20000000 0.10000000 0.04285714 0.05000000
## [1015] 0.20000000 0.20000000 0.06500000 0.15000000 0.09032258 0.05000000
## [1021] 0.20000000 0.05000000 0.16666667 0.12000000 0.20000000 0.20000000
## [1027] 0.05238095 0.16000000 0.20000000 0.20000000 0.10000000 0.20000000
## [1033] 0.20000000 0.20000000 0.11071429 0.20000000 0.05454545 0.12592593
## [1039] 0.06666667 0.20000000 0.06250000 0.04615385 0.18000000 0.20000000
## [1045] 0.20000000 0.20000000 0.20000000 0.05333333 0.07500000 0.20000000
## [1051] 0.20000000 0.08571429 0.07500000 0.06666667 0.20000000 0.20000000
## [1057] 0.20000000 0.20000000 0.20000000 0.04444444 0.05185185 0.20000000
## [1063] 0.08000000 0.20000000 0.06666667 0.09583333 0.20000000 0.20000000
## [1069] 0.06666667 0.20000000 0.20000000 0.06666667 0.20000000 0.04761905
## [1075] 0.06666667 0.06000000 0.20000000 0.20000000 0.16666667 0.05641026
## [1081] 0.05000000 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000
## [1087] 0.04375000 0.20000000 0.20000000 0.20000000 0.05454545 0.04444444
## [1093] 0.05454545 0.20000000 0.20000000 0.12000000 0.10000000 0.10000000
## [1099] 0.20000000 0.20000000 0.11000000 0.06666667 0.07337662 0.20000000
## [1105] 0.08000000 0.20000000 0.04761905 0.20000000 0.20000000 0.06666667
## [1111] 0.20000000 0.20000000 0.05714286 0.10000000 0.20000000 0.20000000
## [1117] 0.20000000 0.20000000 0.20000000 0.06666667 0.20000000 0.06666667
## [1123] 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000
## [1129] 0.20000000 0.20000000 0.04375000 0.20000000 0.20000000 0.08000000
## [1135] 0.08333333 0.20000000 0.04385185 0.06666667 0.05000000 0.10000000
## [1141] 0.05357143 0.20000000 0.20000000 0.04375000 0.05000000 0.20000000
## [1147] 0.08333333 0.07000000 0.15000000 0.05000000 0.06666667 0.20000000
## [1153] 0.05000000 0.04416667 0.20000000 0.20000000 0.05000000 0.20000000
## [1159] 0.10000000 0.20000000 0.06666667 0.05000000 0.20000000 0.20000000
## [1165] 0.05000000 0.20000000 0.20000000 0.20000000 0.06666667 0.05833333
## [1171] 0.20000000 0.20000000 0.08333333 0.20000000 0.20000000 0.05000000
## [1177] 0.08888889 0.05714286 0.08888889 0.04761905 0.20000000 0.05000000
## [1183] 0.20000000 0.20000000 0.10000000 0.20000000 0.20000000 0.13333333
## [1189] 0.10000000 0.20000000 0.17500000 0.20000000 0.05714286 0.04705882
## [1195] 0.20000000 0.10000000 0.06666667 0.20000000 0.06666667 0.20000000
## [1201] 0.05000000 0.20000000 0.20000000 0.20000000 0.05238095 0.20000000
## [1207] 0.06666667 0.05000000 0.20000000 0.20000000 0.10000000 0.20000000
## [1213] 0.20000000 0.05128205 0.08571429 0.10000000 0.12000000 0.20000000
## [1219] 0.20000000 0.05855072 0.08214286 0.05833333 0.20000000 0.08888889
## [1225] 0.20000000 0.20000000 0.10000000 0.20000000 0.20000000 0.06666667
## [1231] 0.20000000 0.20000000 0.10000000 0.20000000 0.05000000 0.10000000
## [1237] 0.20000000 0.08333333 0.20000000 0.04545454 0.20000000 0.10000000
## [1243] 0.20000000 0.07142857 0.20000000 0.04705882 0.05000000 0.20000000
## [1249] 0.05000000 0.20000000 0.20000000 0.10000000 0.06363636 0.08571429
## [1255] 0.15000000 0.20000000 0.20000000 0.11428571 0.16666667 0.20000000
## [1261] 0.04818182 0.20000000 0.20000000 0.06666667 0.08333333 0.06666667
## [1267] 0.04444444 0.05000000 0.07500000 0.20000000 0.20000000 0.20000000
## [1273] 0.20000000 0.06666667 0.20000000 0.20000000 0.10000000 0.06666667
## [1279] 0.05000000 0.20000000 0.20000000 0.20000000 0.10000000 0.06666667
## [1285] 0.06666667 0.05000000 0.06666667 0.20000000 0.20000000 0.12000000
## [1291] 0.06666667 0.20000000 0.06666667 0.20000000 0.20000000 0.20000000
## [1297] 0.06666667 0.20000000 0.20000000 0.06000000 0.20000000 0.05000000
## [1303] 0.04444444 0.20000000 0.20000000 0.20000000 0.12142857 0.04285714
## [1309] 0.20000000 0.06666667 0.04705882 0.20000000 0.20000000 0.20000000
## [1315] 0.20000000 0.20000000 0.09545455 0.04482759 0.08250000 0.06666667
## [1321] 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000 0.20000000
## [1327] 0.20000000 0.06000000 0.20000000 0.05714286 0.20000000 0.20000000
## [1333] 0.20000000 0.15000000 0.10000000 0.20000000 0.10000000 0.20000000
## [1339] 0.10000000 0.20000000 0.20000000 0.20000000 0.05000000 0.20000000
## [1345] 0.20000000 0.20000000 0.06666667 0.05000000 0.20000000 0.06666667
## [1351] 0.08000000 0.05000000 0.20000000 0.20000000 0.20000000 0.05625000
## [1357] 0.10000000 0.20000000 0.05714286 0.06666667 0.05000000 0.20000000
## [1363] 0.06666667 0.04615385 0.08571429 0.06666667 0.10000000 0.20000000
## [1369] 0.20000000 0.05000000 0.05000000 0.06666667 0.20000000 0.20000000
## [1375] 0.20000000 0.20000000 0.05925926 0.20000000 0.06666667 0.06666667
## [1381] 0.20000000 0.12000000 0.06666667 0.20000000 0.04285714 0.20000000
## [1387] 0.20000000 0.05000000 0.09090909 0.20000000 0.05454545 0.06000000
## [1393] 0.06666667 0.20000000 0.20000000 0.10000000 0.07500000 0.05000000
## [1399] 0.10000000 0.05000000 0.20000000 0.20000000 0.20000000 0.20000000
## [1405] 0.20000000 0.06666667 0.20000000 0.06666667 0.05000000 0.20000000
## [1411] 0.20000000 0.14000000 0.20000000 0.05714286 0.05000000 0.05000000
## [1417] 0.06666667 0.20000000 0.20000000 0.05818182 0.04615385 0.20000000
## [1423] 0.20000000 0.20000000 0.06666667 0.04761905 0.08000000 0.07500000
## [1429] 0.20000000 0.20000000 0.08333333# check for outliers in ExitRates
boxplot(unique_df$ExitRates)
boxplot.stats(unique_df$ExitRates)$out## [1] 0.2000000 0.1000000 0.2000000 0.1400000 0.2000000 0.2000000 0.1000000
## [8] 0.1000000 0.2000000 0.1000000 0.2000000 0.1000000 0.2000000 0.1000000
## [15] 0.1000000 0.1333333 0.2000000 0.2000000 0.1000000 0.2000000 0.2000000
## [22] 0.1208333 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000 0.2000000
## [29] 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000 0.1000000 0.1500000
## [36] 0.2000000 0.2000000 0.1111111 0.1195238 0.2000000 0.1666667 0.1000000
## [43] 0.2000000 0.1500000 0.2000000 0.2000000 0.2000000 0.1500000 0.2000000
## [50] 0.2000000 0.1666667 0.1000000 0.2000000 0.2000000 0.2000000 0.2000000
## [57] 0.1200000 0.1500000 0.1000000 0.2000000 0.1200000 0.1000000 0.2000000
## [64] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000 0.1000000
## [71] 0.1000000 0.1100000 0.1000000 0.2000000 0.2000000 0.1250000 0.2000000
## [78] 0.2000000 0.2000000 0.1000000 0.1000000 0.1333333 0.2000000 0.1000000
## [85] 0.2000000 0.1000000 0.1000000 0.2000000 0.2000000 0.2000000 0.1000000
## [92] 0.2000000 0.2000000 0.1166667 0.1333333 0.2000000 0.1000000 0.1000000
## [99] 0.2000000 0.2000000 0.1000000 0.1000000 0.2000000 0.1333333 0.2000000
## [106] 0.2000000 0.2000000 0.1000000 0.1666667 0.1250000 0.2000000 0.1000000
## [113] 0.2000000 0.1000000 0.2000000 0.1000000 0.1000000 0.1285714 0.1000000
## [120] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1200000 0.2000000
## [127] 0.2000000 0.1000000 0.2000000 0.1500000 0.2000000 0.1000000 0.1000000
## [134] 0.2000000 0.1333333 0.1000000 0.1000000 0.1200000 0.2000000 0.2000000
## [141] 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000 0.2000000 0.2000000
## [148] 0.1000000 0.2000000 0.2000000 0.1666667 0.2000000 0.1333333 0.2000000
## [155] 0.1333333 0.1000000 0.2000000 0.2000000 0.1000000 0.2000000 0.2000000
## [162] 0.1000000 0.2000000 0.1500000 0.1111111 0.2000000 0.2000000 0.2000000
## [169] 0.1000000 0.2000000 0.1222222 0.1000000 0.2000000 0.1200000 0.2000000
## [176] 0.1000000 0.1866667 0.1500000 0.1600000 0.2000000 0.2000000 0.1000000
## [183] 0.1000000 0.1000000 0.2000000 0.1500000 0.2000000 0.2000000 0.1500000
## [190] 0.1500000 0.1166667 0.2000000 0.1142857 0.1000000 0.1000000 0.1000000
## [197] 0.2000000 0.1400000 0.1000000 0.2000000 0.2000000 0.1428571 0.1000000
## [204] 0.2000000 0.2000000 0.1500000 0.2000000 0.1000000 0.1000000 0.1000000
## [211] 0.2000000 0.1250000 0.1000000 0.2000000 0.1200000 0.2000000 0.1000000
## [218] 0.1500000 0.1500000 0.1200000 0.1000000 0.1000000 0.1333333 0.1500000
## [225] 0.2000000 0.1000000 0.1000000 0.1025641 0.1000000 0.1000000 0.1000000
## [232] 0.2000000 0.1000000 0.1000000 0.1500000 0.1000000 0.1000000 0.1000000
## [239] 0.1000000 0.1000000 0.1000000 0.1466667 0.2000000 0.1000000 0.2000000
## [246] 0.1000000 0.2000000 0.1666667 0.2000000 0.1000000 0.1500000 0.2000000
## [253] 0.1000000 0.2000000 0.1000000 0.1333333 0.1000000 0.1000000 0.2000000
## [260] 0.1000000 0.1000000 0.2000000 0.1125000 0.1000000 0.1050000 0.2000000
## [267] 0.1625000 0.1142857 0.2000000 0.1000000 0.2000000 0.1777778 0.2000000
## [274] 0.2000000 0.1000000 0.1000000 0.2000000 0.2000000 0.1234127 0.2000000
## [281] 0.1428571 0.1000000 0.1166667 0.1555556 0.2000000 0.2000000 0.1500000
## [288] 0.1166667 0.2000000 0.1000000 0.2000000 0.1000000 0.2000000 0.1000000
## [295] 0.1000000 0.2000000 0.2000000 0.1666667 0.1250000 0.2000000 0.1687500
## [302] 0.2000000 0.2000000 0.2000000 0.2000000 0.1738095 0.2000000 0.1000000
## [309] 0.1000000 0.2000000 0.2000000 0.1222222 0.2000000 0.1090909 0.1333333
## [316] 0.2000000 0.2000000 0.1000000 0.1500000 0.2000000 0.1000000 0.1555556
## [323] 0.2000000 0.2000000 0.1000000 0.2000000 0.1733333 0.2000000 0.2000000
## [330] 0.2000000 0.2000000 0.2000000 0.2000000 0.1333333 0.1000000 0.2000000
## [337] 0.2000000 0.1000000 0.1333333 0.1333333 0.1400000 0.2000000 0.1200000
## [344] 0.1500000 0.1600000 0.2000000 0.2000000 0.2000000 0.1256410 0.1111111
## [351] 0.1000000 0.2000000 0.2000000 0.1571429 0.2000000 0.1266667 0.2000000
## [358] 0.1000000 0.2000000 0.2000000 0.1066667 0.1625000 0.1000000 0.1000000
## [365] 0.1333333 0.1000000 0.1500000 0.1111111 0.2000000 0.2000000 0.1000000
## [372] 0.1666667 0.1500000 0.2000000 0.1333333 0.1000000 0.1000000 0.2000000
## [379] 0.2000000 0.1750000 0.2000000 0.1666667 0.2000000 0.2000000 0.1000000
## [386] 0.1600000 0.2000000 0.2000000 0.2000000 0.1000000 0.1500000 0.1000000
## [393] 0.2000000 0.1444444 0.2000000 0.1600000 0.2000000 0.2000000 0.1500000
## [400] 0.2000000 0.2000000 0.1600000 0.1297619 0.1200000 0.1000000 0.1000000
## [407] 0.1777778 0.1333333 0.1066667 0.2000000 0.2000000 0.1208333 0.2000000
## [414] 0.1000000 0.2000000 0.1000000 0.1384615 0.2000000 0.1200000 0.1008772
## [421] 0.1250000 0.2000000 0.1000000 0.1000000 0.2000000 0.1022857 0.1111111
## [428] 0.2000000 0.1000000 0.1194737 0.2000000 0.1333333 0.2000000 0.1090909
## [435] 0.2000000 0.1500000 0.2000000 0.1333333 0.1020833 0.2000000 0.1000000
## [442] 0.1888889 0.2000000 0.1222222 0.1000000 0.1000000 0.1000000 0.2000000
## [449] 0.1500000 0.2000000 0.1600000 0.2000000 0.2000000 0.2000000 0.2000000
## [456] 0.2000000 0.1055556 0.1000000 0.2000000 0.1666667 0.2000000 0.1222222
## [463] 0.1000000 0.1148148 0.2000000 0.2000000 0.1027174 0.1000000 0.2000000
## [470] 0.2000000 0.1333333 0.2000000 0.2000000 0.1000000 0.1333333 0.2000000
## [477] 0.2000000 0.1666667 0.1777778 0.2000000 0.1000000 0.1200000 0.1005105
## [484] 0.1600000 0.2000000 0.1000000 0.2000000 0.2000000 0.2000000 0.2000000
## [491] 0.1000000 0.1083333 0.1222222 0.1000000 0.2000000 0.1100000 0.2000000
## [498] 0.2000000 0.1489177 0.1500000 0.1333333 0.2000000 0.1750000 0.1250000
## [505] 0.2000000 0.1000000 0.1000000 0.1212121 0.1500000 0.1333333 0.1000000
## [512] 0.2000000 0.1166667 0.1666667 0.1142857 0.1333333 0.1071429 0.1214286
## [519] 0.1333333 0.2000000 0.1095238 0.1000000 0.1000000 0.1800000 0.2000000
## [526] 0.1571429 0.1000000 0.1547619 0.1000000 0.1833333 0.2000000 0.1000000
## [533] 0.2000000 0.1333333 0.2000000 0.2000000 0.1111111 0.1000000 0.2000000
## [540] 0.1666667 0.1000000 0.2000000 0.1000000 0.2000000 0.2000000 0.1238095
## [547] 0.2000000 0.1555556 0.2000000 0.1000000 0.1000000 0.1000000 0.1000000
## [554] 0.1666667 0.1000000 0.1000000 0.2000000 0.2000000 0.1166667 0.1000000
## [561] 0.1333333 0.2000000 0.1000000 0.2000000 0.1333333 0.1500000 0.2000000
## [568] 0.2000000 0.2000000 0.1750000 0.2000000 0.1000000 0.1923077 0.2000000
## [575] 0.2000000 0.1428571 0.1111111 0.1000000 0.2000000 0.2000000 0.1166667
## [582] 0.1333333 0.1000000 0.2000000 0.1083333 0.1157895 0.1777778 0.1111111
## [589] 0.2000000 0.1000000 0.1000000 0.1000000 0.1000000 0.1600000 0.2000000
## [596] 0.2000000 0.1215686 0.1400000 0.1500000 0.1000000 0.1000000 0.2000000
## [603] 0.2000000 0.1000000 0.1000000 0.2000000 0.2000000 0.2000000 0.1083333
## [610] 0.1000000 0.2000000 0.1000000 0.2000000 0.1200000 0.2000000 0.2000000
## [617] 0.2000000 0.1444444 0.1000000 0.2000000 0.1500000 0.1714286 0.1000000
## [624] 0.1500000 0.1117647 0.1333333 0.1000000 0.1333333 0.1129032 0.1062069
## [631] 0.1000000 0.2000000 0.1010422 0.1000000 0.1083333 0.1666667 0.1600000
## [638] 0.1066667 0.1083333 0.1200000 0.1000000 0.1333333 0.2000000 0.1000000
## [645] 0.1222222 0.1060000 0.1000000 0.2000000 0.2000000 0.2000000 0.1250000
## [652] 0.1000000 0.2000000 0.2000000 0.1000000 0.1250000 0.2000000 0.1166667
## [659] 0.1000000 0.1571429 0.2000000 0.1666667 0.2000000 0.1000000 0.1000000
## [666] 0.1500000 0.1666667 0.1000000 0.1333333 0.1000000 0.2000000 0.2000000
## [673] 0.1333333 0.1000000 0.1000000 0.2000000 0.2000000 0.2000000 0.2000000
## [680] 0.1750000 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1500000
## [687] 0.1000000 0.2000000 0.1000000 0.1500000 0.2000000 0.1222222 0.2000000
## [694] 0.1000000 0.1583333 0.2000000 0.1333333 0.1000000 0.2000000 0.2000000
## [701] 0.2000000 0.1000000 0.2000000 0.1500000 0.1500000 0.2000000 0.1250000
## [708] 0.1250000 0.1000000 0.2000000 0.1000000 0.1142857 0.1200000 0.1000000
## [715] 0.1666667 0.2000000 0.2000000 0.2000000 0.1333333 0.1200000 0.1000000
## [722] 0.1319444 0.1333333 0.1000000 0.1160000 0.2000000 0.1750000 0.1000000
## [729] 0.1250000 0.2000000 0.1000000 0.2000000 0.2000000 0.1016667 0.1666667
## [736] 0.1111111 0.1000000 0.1015873 0.1187500 0.2000000 0.2000000 0.1000000
## [743] 0.1000000 0.1037037 0.1111111 0.2000000 0.1000000 0.2000000 0.1400000
## [750] 0.1000000 0.2000000 0.1000000 0.1142857 0.1818182 0.1000000 0.1272727
## [757] 0.1333333 0.2000000 0.1000000 0.2000000 0.1000000 0.2000000 0.1285714
## [764] 0.1595238 0.1095238 0.1000000 0.1408333 0.1333333 0.1714286 0.1000000
## [771] 0.2000000 0.1315789 0.1866667 0.1333333 0.2000000 0.1045455 0.1000000
## [778] 0.1750000 0.1200000 0.2000000 0.1333333 0.2000000 0.1500000 0.1000000
## [785] 0.2000000 0.2000000 0.1318919 0.2000000 0.1000000 0.2000000 0.1000000
## [792] 0.1200000 0.1500000 0.1458333 0.1000000 0.1000000 0.2000000 0.2000000
## [799] 0.1000000 0.1333333 0.1033333 0.1500000 0.1424242 0.1085586 0.1285714
## [806] 0.1000000 0.1025641 0.1333333 0.2000000 0.1000000 0.1000000 0.1333333
## [813] 0.1166667 0.1000000 0.2000000 0.2000000 0.1500000 0.1000000 0.2000000
## [820] 0.1250000 0.2000000 0.2000000 0.1500000 0.2000000 0.1000000 0.1555556
## [827] 0.1282759 0.1000000 0.2000000 0.2000000 0.2000000 0.1250000 0.1295800
## [834] 0.2000000 0.2000000 0.2000000 0.2000000 0.1500000 0.2000000 0.1000000
## [841] 0.2000000 0.1600000 0.1166667 0.2000000 0.2000000 0.1000000 0.2000000
## [848] 0.1000000 0.1000000 0.2000000 0.2000000 0.1000000 0.1192308 0.2000000
## [855] 0.1200000 0.1000000 0.1030303 0.2000000 0.2000000 0.2000000 0.2000000
## [862] 0.1866667 0.1000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1142857
## [869] 0.1500000 0.2000000 0.2000000 0.1803419 0.1000000 0.2000000 0.2000000
## [876] 0.2000000 0.2000000 0.2000000 0.1000000 0.2000000 0.2000000 0.2000000
## [883] 0.2000000 0.1111111 0.1333333 0.1333333 0.2000000 0.2000000 0.2000000
## [890] 0.2000000 0.2000000 0.1200000 0.1000000 0.2000000 0.1333333 0.2000000
## [897] 0.1333333 0.1000000 0.2000000 0.1000000 0.2000000 0.1257143 0.2000000
## [904] 0.1066667 0.1435897 0.1250000 0.2000000 0.1333333 0.1115385 0.2000000
## [911] 0.2000000 0.2000000 0.1333333 0.1500000 0.2000000 0.1071429 0.2000000
## [918] 0.2000000 0.1250000 0.1000000 0.1500000 0.1000000 0.1224270 0.2000000
## [925] 0.1777778 0.1500000 0.2000000 0.1000000 0.2000000 0.1800000 0.2000000
## [932] 0.2000000 0.1250000 0.2000000 0.2000000 0.2000000 0.1000000 0.1000000
## [939] 0.1000000 0.1309524 0.2000000 0.1388889 0.1333333 0.2000000 0.1000000
## [946] 0.1166667 0.1866667 0.2000000 0.1000000 0.2000000 0.2000000 0.2000000
## [953] 0.1000000 0.2000000 0.2000000 0.1142857 0.1000000 0.1000000 0.1000000
## [960] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000 0.1000000
## [967] 0.2000000 0.2000000 0.1000000 0.1000000 0.1374269 0.1000000 0.2000000
## [974] 0.2000000 0.1000000 0.1333333 0.2000000 0.2000000 0.1000000 0.1333333
## [981] 0.2000000 0.1111111 0.1000000 0.2000000 0.2000000 0.1666667 0.1500000
## [988] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000 0.2000000
## [995] 0.2000000 0.2000000 0.2000000 0.2000000 0.1600000 0.1500000 0.1500000
## [1002] 0.2000000 0.2000000 0.1500000 0.1014493 0.1000000 0.2000000 0.1000000
## [1009] 0.1200000 0.2000000 0.2000000 0.1000000 0.2000000 0.1333333 0.2000000
## [1016] 0.2000000 0.1111111 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000
## [1023] 0.1000000 0.2000000 0.1000000 0.1000000 0.1000000 0.2000000 0.2000000
## [1030] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000
## [1037] 0.2000000 0.2000000 0.1000000 0.1244444 0.2000000 0.1000000 0.1000000
## [1044] 0.1000000 0.1125000 0.1500000 0.2000000 0.2000000 0.2000000 0.1666667
## [1051] 0.1000000 0.1000000 0.1111111 0.2000000 0.2000000 0.2000000 0.2000000
## [1058] 0.1000000 0.1500000 0.2000000 0.1166667 0.1000000 0.2000000 0.1000000
## [1065] 0.2000000 0.1000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000
## [1072] 0.2000000 0.1000000 0.2000000 0.2000000 0.1000000 0.1888889 0.1000000
## [1079] 0.1000000 0.1222222 0.1000000 0.2000000 0.2000000 0.1000000 0.2000000
## [1086] 0.1666667 0.2000000 0.2000000 0.1500000 0.1666667 0.2000000 0.1833333
## [1093] 0.1000000 0.2000000 0.1040816 0.2000000 0.1000000 0.1250000 0.1222222
## [1100] 0.2000000 0.1333333 0.2000000 0.2000000 0.2000000 0.1166667 0.2000000
## [1107] 0.2000000 0.1000000 0.2000000 0.2000000 0.1000000 0.2000000 0.2000000
## [1114] 0.1214286 0.1600000 0.2000000 0.1000000 0.2000000 0.1000000 0.1000000
## [1121] 0.2000000 0.1000000 0.1083333 0.2000000 0.2000000 0.1250000 0.2000000
## [1128] 0.2000000 0.2000000 0.2000000 0.2000000 0.1000000 0.1000000 0.2000000
## [1135] 0.1000000 0.2000000 0.1000000 0.2000000 0.1500000 0.1000000 0.2000000
## [1142] 0.2000000 0.1000000 0.2000000 0.2000000 0.2000000 0.1500000 0.1000000
## [1149] 0.1042424 0.1428571 0.1500000 0.1000000 0.2000000 0.2000000 0.1428571
## [1156] 0.1714286 0.2000000 0.2000000 0.2000000 0.1000000 0.1166667 0.1000000
## [1163] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1083333
## [1170] 0.1333333 0.1000000 0.2000000 0.2000000 0.2000000 0.1000000 0.1666667
## [1177] 0.1333333 0.1333333 0.2000000 0.2000000 0.1600000 0.1400000 0.2000000
## [1184] 0.1000000 0.1000000 0.2000000 0.2000000 0.2000000 0.1333333 0.2000000
## [1191] 0.2000000 0.2000000 0.1000000 0.1000000 0.2000000 0.2000000 0.1000000
## [1198] 0.1000000 0.2000000 0.1437500 0.1000000 0.2000000 0.1333333 0.1000000
## [1205] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1211538 0.1333333
## [1212] 0.2000000 0.1000000 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000
## [1219] 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1388889 0.1000000
## [1226] 0.2000000 0.1500000 0.2000000 0.2000000 0.1000000 0.2000000 0.2000000
## [1233] 0.2000000 0.2000000 0.2000000 0.2000000 0.1333333 0.1000000 0.2000000
## [1240] 0.1000000 0.2000000 0.1333333 0.1266667 0.1000000 0.2000000 0.2000000
## [1247] 0.1000000 0.1000000 0.2000000 0.1000000 0.1111111 0.1000000 0.2000000
## [1254] 0.1142857 0.1000000 0.2000000 0.1333333 0.1500000 0.2000000 0.2000000
## [1261] 0.1000000 0.1200000 0.1666667 0.2000000 0.1000000 0.2000000 0.2000000
## [1268] 0.1000000 0.2000000 0.1000000 0.1333333 0.2000000 0.1200000 0.1000000
## [1275] 0.1000000 0.2000000 0.1208333 0.1083333 0.1000000 0.2000000 0.2000000
## [1282] 0.2000000 0.1000000 0.1000000 0.1090909 0.2000000 0.1000000 0.1000000
## [1289] 0.1000000 0.1000000 0.2000000 0.2000000 0.1000000 0.1333333 0.1000000
## [1296] 0.1500000 0.2000000 0.2000000 0.2000000 0.2000000 0.2000000 0.1333333
## [1303] 0.2000000 0.1666667 0.1000000 0.2000000 0.2000000 0.1800000 0.1000000
## [1310] 0.2000000 0.1000000 0.1000000 0.1333333 0.1000000 0.2000000 0.2000000
## [1317] 0.1000000 0.2000000 0.2000000 0.2000000 0.1000000 0.1047619 0.1000000
## [1324] 0.1200000 0.1000000 0.2000000 0.2000000# check for outliers in PageValues
boxplot(unique_df$PageValues)
boxplot.stats(unique_df$PageValues)$out## [1] 54.17976426 19.44707913 38.30849268 22.91603570 11.43941195
## [6] 17.53595893 8.00074074 1.70601497 46.53017511 19.34265017
## [11] 109.17600000 96.25511582 153.44324780 33.79956701 35.09280000
## [16] 17.76266667 7.14626089 22.03276923 4.36851556 8.77247312
## [21] 51.46331148 38.99000000 53.98920000 6.83179239 44.67925000
## [26] 59.79014286 7.10302083 19.66818546 9.22700097 34.43601877
## [31] 12.01656549 16.14384000 2.81081247 27.26888014 11.92009615
## [36] 78.93483561 15.88906362 11.99554040 18.36804916 17.52765600
## [41] 61.93950000 8.68274193 9.70211328 7.25621913 10.10222222
## [46] 25.96702005 9.16235124 1.86577778 33.61179170 7.16961749
## [51] 22.80152439 3.54114583 9.29477564 6.87130898 35.99261538
## [56] 53.13428571 8.83382593 10.60089168 5.51397619 27.45138186
## [61] 17.84230699 16.71534488 2.18871852 57.72936040 2.08053355
## [66] 45.43167130 10.79295070 8.48272727 18.58476190 3.07783607
## [71] 6.48279827 69.43043195 6.44505150 20.97144000 19.71468924
## [76] 4.64200000 4.49474123 4.66707927 7.88237726 2.34680043
## [81] 3.60939851 52.10818182 32.64521053 31.30943640 43.36163690
## [86] 2.52661686 2.08621849 8.60004310 9.15008000 15.66445171
## [91] 7.89117101 1.08815823 44.61199852 54.85543000 13.00183962
## [96] 23.86359286 29.45815149 3.14861538 3.69134483 15.32910159
## [101] 11.10765050 8.49793548 25.18800000 75.06781572 8.70832432
## [106] 21.22386735 17.53800000 9.93018701 8.22416854 31.18800000
## [111] 43.79717364 63.58800000 3.31108000 3.29868000 2.30432258
## [116] 33.53327578 20.11751289 2.91551163 35.83709310 62.16886364
## [121] 4.09528892 13.46406308 28.39335492 6.62664774 10.83431037
## [126] 18.86490000 30.65045455 64.73250000 35.10378279 144.39348880
## [131] 60.04549665 5.69864286 9.02840668 11.77367361 21.92521348
## [136] 37.41814196 33.14784917 40.79320000 14.68324522 12.35784720
## [141] 10.16517157 13.28355556 33.47777322 21.04864167 19.95572297
## [146] 10.86926050 10.37042373 0.12069991 41.35007203 77.96000000
## [151] 5.15066360 20.32388105 45.75040000 27.12804201 35.49000000
## [156] 16.33942857 10.78136364 8.56742687 53.25533333 29.24325000
## [161] 33.41000000 32.57831300 27.75904925 16.94643793 28.05094335
## [166] 92.48220630 4.59900000 16.88069613 4.28929286 23.83323089
## [171] 78.34560177 6.50683140 2.17973077 15.30003763 62.34813701
## [176] 3.88945946 60.29018448 26.66133333 64.60000000 20.26155684
## [181] 10.23187302 74.08800000 22.88908649 14.32200000 10.93482456
## [186] 9.54306032 13.63463318 13.10326241 13.60512012 15.03328131
## [191] 11.45469444 39.03580426 14.89210837 261.49128570 22.96411765
## [196] 33.32796813 18.95323404 19.36549550 8.63171951 12.09216190
## [201] 10.84440741 3.81057528 11.12342124 9.40113658 27.30636660
## [206] 20.91831644 49.82333333 60.19477937 7.75388016 54.95126905
## [211] 4.74573684 19.53495497 3.97827642 20.30438949 6.47591016
## [216] 24.13073118 29.35629782 81.24750000 33.14514286 7.37168261
## [221] 7.94580554 30.89798500 15.43344000 18.02533000 80.68062856
## [226] 76.78667659 39.63270309 52.70052142 7.27206780 10.63449802
## [231] 35.98106601 14.10053333 5.41764444 27.07791667 1.70506715
## [236] 18.20995652 16.56314545 14.25648352 7.14142857 27.23866195
## [241] 13.62630613 11.48461765 10.91300022 85.75285870 40.76128000
## [246] 7.96464950 12.55220741 3.33233333 50.66498303 2.39760000
## [251] 6.93823535 39.71730000 19.92584938 30.09281343 6.46783170
## [256] 31.54642738 44.71103438 10.32166068 9.93839923 1.66011818
## [261] 39.65538156 29.01038502 45.82931440 12.53314286 10.35720000
## [266] 20.85956757 54.24886418 14.02920000 88.78460596 27.38224222
## [271] 17.12545455 9.05308156 33.32834503 9.51742105 6.28404491
## [276] 4.46539835 9.09277193 57.96417654 2.84230701 10.78200000
## [281] 49.47040982 6.54801138 1.81647407 14.63957834 5.57672094
## [286] 109.91240510 44.73466667 5.77095998 3.79566102 17.34893623
## [291] 16.17280000 1.59277419 54.67634844 91.98000000 11.99264025
## [296] 33.33074497 39.85866667 19.99600000 26.12015415 24.75047619
## [301] 54.98000000 5.63810309 11.51923077 14.68950000 6.74850000
## [306] 20.24536970 17.99100000 10.94723077 46.00643478 8.08269000
## [311] 32.06509091 18.11148387 26.98312500 28.39833333 16.82505000
## [316] 20.39448649 9.60952941 2.66333333 2.78288636 59.98800000
## [321] 21.11629630 14.79200000 4.50827105 54.97590000 10.21229767
## [326] 23.06900000 2.84677966 24.63837838 17.69657143 22.33920000
## [331] 5.18545728 4.37440127 43.19228571 20.91692308 2.97321429
## [336] 0.58275000 26.54550000 18.46989474 4.37691579 34.99166667
## [341] 19.38181818 12.48412500 4.87396936 32.94600000 143.21153850
## [346] 32.68969091 3.43121032 13.07329412 33.96120000 51.11722549
## [351] 4.25425000 44.47733333 25.90331034 1.72216495 16.04860714
## [356] 21.02481633 7.52930233 35.23398450 6.16500000 31.19040000
## [361] 18.99269231 9.41727213 4.16325956 12.63441176 8.01155335
## [366] 4.24268841 22.62989583 32.79937500 23.60518919 19.78135119
## [371] 6.22104545 2.74120000 2.20849444 65.98800000 5.49450000
## [376] 7.66863953 13.66158824 8.97993461 86.38800000 4.94776628
## [381] 2.57906493 22.32934737 33.65010000 2.56845476 18.56148000
## [386] 6.31074074 5.78902857 0.51338599 42.86628090 71.48800000
## [391] 53.98800000 10.17225000 41.92518987 49.62545455 8.56913417
## [396] 28.79400000 3.06076596 7.15275045 7.73490310 4.50438182
## [401] 15.08488235 31.17812500 23.55437500 29.77418182 0.67312759
## [406] 2.27359877 57.58400000 34.34857143 18.37062500 5.97606061
## [411] 29.31555556 15.15205714 14.33124324 146.23875000 2.87395468
## [416] 39.97777778 2.61345292 54.33103704 101.37217390 33.19600000
## [421] 20.79115942 9.51171429 33.33358140 19.13415285 7.61043115
## [426] 2.05081452 5.99714286 215.00941180 5.22070588 15.00476190
## [431] 4.23021224 11.80233651 4.70950000 9.92297297 44.29661538
## [436] 3.09900000 32.14213333 4.98723750 19.42810000 19.59533333
## [441] 2.08778274 3.91912698 7.86895024 12.55885714 33.44055556
## [446] 9.02732082 71.94400000 12.07468889 9.00185714 13.40298256
## [451] 14.96432000 31.40784000 7.34532174 47.93128205 30.26937500
## [456] 4.74420635 34.49250000 10.44450000 55.23646154 20.39400000
## [461] 64.78800000 29.84800000 28.53153488 18.99561538 13.11733918
## [466] 0.76107626 53.22881633 34.25336842 10.64805714 4.75993537
## [471] 39.75577236 17.07978235 5.38296875 97.98000000 5.46638776
## [476] 39.81885714 29.77472727 12.68583158 20.97239726 15.47720763
## [481] 22.58886486 12.83705128 53.10142857 18.12446087 49.54827273
## [486] 43.25200000 7.29175758 10.02085714 26.02377063 82.12367816
## [491] 25.19400000 75.30864691 2.99546575 18.08584615 6.97650463
## [496] 2.35344463 13.71812571 17.16745965 11.01942857 16.18920000
## [501] 9.29700000 27.89977528 79.18200000 11.97910693 15.35760339
## [506] 5.98116667 12.18000000 14.99642857 15.24900000 9.31185484
## [511] 10.24598305 22.08800000 9.40753846 11.29607044 2.77690727
## [516] 49.66307692 19.55501935 239.98000000 5.56928571 25.61645833
## [521] 12.55885714 26.22981818 80.04344186 39.27145714 8.78114423
## [526] 2.96749333 17.39171429 41.86896000 2.91751809 60.43385263
## [531] 10.67331708 32.80852174 60.34235294 115.48625000 13.77355814
## [536] 25.41321429 51.17600000 7.53010714 119.64147370 12.89150000
## [541] 3.49003636 45.69873563 3.32266667 8.96089646 23.62159091
## [546] 36.65444444 5.30400000 1.84752000 4.27929412 34.26077778
## [551] 2.09050000 23.41540000 6.07215854 49.95438177 24.61425000
## [556] 98.04262564 15.51193548 26.87520000 30.66624113 58.48800000
## [561] 2.32110109 58.78800000 124.03200000 18.65333333 3.97647235
## [566] 7.01820000 63.39474419 165.62046670 16.07106667 9.38037705
## [571] 5.47297463 100.77760000 2.55407143 14.75710476 16.16701333
## [576] 2.70583333 11.19189333 8.32520690 56.32466667 57.58892308
## [581] 10.09862222 22.12888889 5.34489889 6.12878750 15.39560000
## [586] 11.13171429 2.09904546 0.54612830 0.20166372 4.18760274
## [591] 28.29538462 1.80936078 6.21109470 14.99250000 1.08977130
## [596] 11.28411429 113.98000000 23.51440000 16.19700000 0.25519149
## [601] 12.45500000 30.46158730 7.43586667 49.38860000 24.72661836
## [606] 11.37678683 19.23625000 3.20030488 30.01288235 53.98800000
## [611] 3.35689286 22.29939130 27.43209507 35.09100000 24.34016667
## [616] 254.60715790 8.18160000 13.32592593 10.12275000 30.52636364
## [621] 31.90387500 52.08342857 23.87629104 53.98800000 8.54525000
## [626] 7.20461368 9.01301137 56.35884615 54.21806897 9.64107692
## [631] 4.14887838 20.00310000 7.79352857 42.41914286 36.51581481
## [636] 4.24737209 80.58733784 2.22727869 44.99000000 2.34141972
## [641] 15.40042308 43.99000000 10.51809524 13.09154641 12.73144186
## [646] 5.07811494 10.98707143 1.41844040 14.98333333 5.74405797
## [651] 8.56714286 50.99250000 11.15734286 92.83857143 8.08875000
## [656] 16.42363253 37.60935484 10.80188719 12.65343750 19.11274510
## [661] 16.70657143 59.98800000 7.09147826 14.75911588 72.78800000
## [666] 14.55428571 11.19263415 2.39491796 13.36332468 27.71340000
## [671] 64.33043478 102.35383780 100.09636360 13.40247586 18.66333333
## [676] 8.90355790 9.13976077 5.47953231 31.31885714 19.78533333
## [681] 7.10814815 9.87764706 6.14763380 4.43034783 12.44030746
## [686] 5.68955411 2.32316216 45.61250000 3.92601413 1.78681908
## [691] 8.12619355 115.98000000 2.99226778 2.79741471 42.95612903
## [696] 4.27280769 2.79047368 12.76243133 31.75846154 42.89057143
## [701] 107.21702130 40.43377778 37.69920000 21.58800000 30.80927957
## [706] 17.24870115 48.86800000 47.65566667 98.13692308 53.98800000
## [711] 53.98800000 10.48533333 8.39781818 107.94000000 10.07328000
## [716] 48.72995628 24.27165000 4.62947010 8.88711111 22.74458333
## [721] 22.27457143 25.38925926 53.47457143 0.86048473 9.07305263
## [726] 5.01527273 6.58800000 173.46979170 50.82975000 11.69485714
## [731] 24.40764444 20.60836364 10.39760000 0.93697917 71.46597872
## [736] 3.34840769 26.34343478 45.48950000 32.38200000 44.38800000
## [741] 14.85131250 26.59353846 70.01826316 16.12416000 56.62363636
## [746] 5.92148209 8.02283951 6.40261290 62.07882353 48.86400000
## [751] 57.47400000 9.59740540 10.45437681 2.52499396 79.00000000
## [756] 8.60439130 19.34826667 13.99676923 23.32166667 3.38287678
## [761] 2.17243137 17.05922581 7.97550000 8.92659857 23.61948148
## [766] 53.98800000 19.29753191 16.67022740 12.27419487 3.24165306
## [771] 4.76956682 18.27428571 3.06437838 25.10900000 10.11360897
## [776] 20.37964966 50.38800000 6.81210526 72.30208696 8.18409508
## [781] 27.74177162 55.84860000 39.18600000 17.80800000 22.89636364
## [786] 3.35813333 15.18412500 7.60937143 16.16333333 13.11145455
## [791] 16.53909091 68.37600000 13.53068367 9.84981647 8.89759459
## [796] 8.05261667 54.07524113 21.76475048 54.97036364 7.15342105
## [801] 8.06902765 9.10293742 2.48338983 28.52788235 26.65777778
## [806] 18.84400000 6.62494737 16.94046729 59.96777143 14.73709091
## [811] 7.94153153 5.13771429 63.89100000 6.53004878 10.62514286
## [816] 9.74025000 8.86844901 13.67493333 12.59910233 26.98000000
## [821] 3.99800000 12.15210526 55.48500000 38.20940741 5.67728649
## [826] 4.54760000 5.24475000 9.86512500 43.81043478 69.27860870
## [831] 42.50333333 15.94680000 8.50823750 32.19080000 5.71006128
## [836] 1.91417497 31.22000000 5.18516514 1.03376402 24.73875000
## [841] 91.24600000 16.48421053 9.99166667 8.25657236 47.26060606
## [846] 35.98000000 2.56153846 49.39271642 11.47812903 17.54100000
## [851] 64.46185714 12.13161988 15.65808387 16.10052632 6.22104545
## [856] 7.99800000 5.15946221 26.98500000 38.20357895 26.54550000
## [861] 54.98000000 3.98411070 5.79800000 5.90318182 3.07670690
## [866] 58.10562500 64.08126316 53.22268667 7.72677966 8.49565116
## [871] 12.59766667 33.84778378 1.91242222 23.98800000 5.78298825
## [876] 11.28427500 1.55838139 27.66400000 1.53483598 32.43738462
## [881] 10.17002765 24.02645488 33.92511220 20.88818182 22.20401709
## [886] 3.22951818 12.61543434 27.81913043 15.02583766 8.45250000
## [891] 23.13000000 6.78300000 11.82904110 6.07673457 19.11050000
## [896] 23.23500000 22.93531071 4.19760000 0.90283568 36.25600000
## [901] 9.06533333 84.30663844 28.03452632 24.28650000 17.19073913
## [906] 15.25033754 16.78420229 26.27933158 11.96396809 58.16727273
## [911] 14.98487500 20.11792982 31.98000000 15.81839583 6.67369565
## [916] 6.09432432 28.25395506 16.09065000 24.89700000 109.58760000
## [921] 28.94180488 21.07980488 32.98533333 12.08192262 6.14934386
## [926] 54.53454545 11.38642105 30.57647059 11.33463158 1.03609091
## [931] 20.62474136 1.32413545 5.54002467 3.55484781 67.73686486
## [936] 30.32360000 11.96954545 17.27040000 21.59520000 7.25975000
## [941] 17.70684845 30.87724138 80.11800000 28.16275000 5.81616797
## [946] 25.48400000 8.92682353 44.56114286 3.48535252 3.89035018
## [951] 22.73800000 54.65714872 1.45695152 13.99000000 51.60705882
## [956] 12.45099015 6.73839524 16.32244444 33.11280000 3.32397132
## [961] 11.98800000 24.90144186 26.93792373 13.18408163 72.52076923
## [966] 17.94797101 11.87691429 20.13555556 5.69412121 36.89921429
## [971] 59.12446780 2.69079257 3.11104706 22.73800000 13.99708333
## [976] 8.35350804 0.76382896 14.84053801 13.81852727 26.45082237
## [981] 22.45821429 39.15000000 23.38800000 14.38800000 10.87212857
## [986] 3.66361702 21.31800000 11.19300000 6.38086274 29.90282143
## [991] 2.90417718 7.88047826 39.42000000 40.87111111 1.68031884
## [996] 31.75764706 62.86600000 19.21218939 37.51854545 7.30065686
## [1001] 19.31540000 1.16407539 17.37391304 49.38800000 68.85704348
## [1006] 113.15121950 53.66290909 8.48851852 6.56062500 1.11975904
## [1011] 22.31912500 27.44491667 4.85884286 32.02714286 8.07242617
## [1016] 7.80261111 5.51334591 14.69293103 1.83150000 24.50485714
## [1021] 33.78800000 15.39560000 5.16713333 49.01914286 19.11506897
## [1026] 8.07853125 52.05165000 9.12739130 4.30831579 22.02197159
## [1031] 17.19611523 17.54550000 5.94202564 18.80505000 9.74550000
## [1036] 23.03329412 9.96092308 7.63664516 9.32353175 19.44800000
## [1041] 32.70730435 6.28149451 8.10000000 42.29306752 28.06804986
## [1046] 19.82770888 204.00794910 4.34814562 36.66178288 5.12835823
## [1051] 72.52283848 48.04726202 32.70034468 3.29682730 51.03362522
## [1056] 106.25251690 54.56704868 1.79866986 7.76628090 60.43737784
## [1061] 19.71529542 8.48084626 6.37377062 7.68745056 6.28290460
## [1066] 6.17593201 86.33623272 4.19298038 16.56478478 77.45798550
## [1071] 26.13034871 14.00979215 0.84733799 44.85638692 8.42478735
## [1076] 22.65941331 20.55494533 39.96971545 1.98103839 20.94544525
## [1081] 4.48432849 4.39547154 32.95851549 2.04276233 0.87014848
## [1086] 4.58691025 10.89761784 10.99901844 21.09392209 10.72117234
## [1091] 3.08510364 27.28786900 1.02339158 4.85637711 32.89701477
## [1096] 69.46239458 1.29767792 41.64590199 22.53693712 5.68914747
## [1101] 43.29821166 2.15383930 16.36245374 12.90587650 1.40194913
## [1106] 8.15081124 1.47623044 41.34613116 12.08836478 27.19298393
## [1111] 17.92758699 3.47813562 19.13285864 11.33062869 4.21241576
## [1116] 27.89717093 22.09581063 16.72561819 61.30486592 13.91046998
## [1121] 19.96563610 3.99818414 20.33155364 6.80128988 19.03293603
## [1126] 19.57059225 47.57360345 78.56959864 18.22752549 5.19408187
## [1131] 246.75859020 0.77099186 47.30370179 7.23220186 8.01883246
## [1136] 32.73061637 4.70206553 17.35448787 100.72560480 35.51518951
## [1141] 12.50786523 3.97954364 27.79373861 11.78466261 8.33057482
## [1146] 47.57898514 15.50362136 1.27331741 9.25316168 129.10137380
## [1151] 1.71821884 1.25769552 31.90320066 14.63523974 5.76367882
## [1156] 5.62486136 2.00603294 50.18313917 11.43923328 0.17982681
## [1161] 0.93770521 0.13183701 27.51283930 19.74930078 32.93460110
## [1166] 13.73292849 31.99181419 79.44353446 67.30929078 28.05716135
## [1171] 3.67382907 13.18078221 32.52380772 24.12558571 3.58543983
## [1176] 11.27445733 31.91414045 18.09857173 48.04390582 15.82044157
## [1181] 13.86451214 24.51269374 10.17711218 0.83898825 11.28379079
## [1186] 63.45892077 0.12967689 9.23193486 18.51505467 2.66499497
## [1191] 14.83978240 4.17431402 29.61151281 0.70015501 63.55337685
## [1196] 12.57401830 12.39204312 5.76134744 5.69765900 6.15320138
## [1201] 1.46401043 40.27815244 25.85442016 62.85326100 9.86964937
## [1206] 27.31414742 22.25592956 24.91845480 0.87504793 19.23268976
## [1211] 153.57769750 11.59522570 5.90440756 14.85337253 16.96712066
## [1216] 33.22292729 0.89849541 27.65096750 39.27673964 2.20997269
## [1221] 60.58437066 2.84831224 19.18310758 6.18921543 5.28700576
## [1226] 40.78047078 5.86043977 8.30490394 40.08238165 40.43578994
## [1231] 44.89345937 37.92414395 23.07581495 38.12368584 6.34463177
## [1236] 54.99509220 52.28594057 0.70208676 4.30762725 54.91911804
## [1241] 28.32886648 39.42556512 42.30391708 2.10185027 4.08394802
## [1246] 34.75023292 27.69500776 7.56292207 0.78090582 13.59420027
## [1251] 58.92417660 34.52221170 39.41924911 2.48002464 19.63031016
## [1256] 0.15216744 94.01683315 0.88848596 8.04958574 7.19882000
## [1261] 3.17042646 32.73373471 20.42600013 3.16408831 10.20777685
## [1266] 2.55114081 17.79528223 7.24875774 11.27546478 23.15073799
## [1271] 88.39170518 60.04472938 30.04921703 40.65972700 2.05188208
## [1276] 2.85203674 5.64799440 20.71678117 5.17710684 0.72018102
## [1281] 8.43520691 1.69696894 19.43795945 15.13596148 10.02470626
## [1286] 4.02799842 88.84365062 6.71129059 37.53469014 55.82099528
## [1291] 21.24191985 5.88595629 35.34967016 83.80837784 3.96093872
## [1296] 117.61659320 24.68624612 28.80119616 12.19588410 8.51722125
## [1301] 55.89978908 94.10360412 4.21536354 3.99674242 166.37355310
## [1306] 12.13602010 83.93274289 35.35631939 21.47899475 124.90458580
## [1311] 11.12205139 36.26141924 2.16946976 5.26819016 16.19731984
## [1316] 34.03997536 3.87058804 20.62387076 10.99901844 22.36033441
## [1321] 10.31930868 21.74067473 52.97841866 4.40657816 14.40305750
## [1326] 11.70316410 9.16303842 22.15399132 10.15253138 92.90417860
## [1331] 9.77521659 8.32672815 45.63345378 10.78699180 6.01267108
## [1336] 45.55270796 12.01221257 13.29131586 258.54987320 3.16569129
## [1341] 3.27121463 0.15482125 16.17228850 18.19675574 11.11383981
## [1346] 8.33917199 10.95661974 70.31635146 4.76032846 17.21022568
## [1351] 17.79812649 30.21969637 10.15064372 3.10401914 8.61122142
## [1356] 5.86624891 87.25396293 45.71146255 50.36347405 0.13920062
## [1361] 104.20122730 12.12586885 29.65880372 18.30205576 2.81247405
## [1366] 7.80633848 5.72136510 0.38472029 113.92934340 3.58663645
## [1371] 1.48374635 18.74860165 27.83116147 18.08644865 18.50321705
## [1376] 3.80104841 44.35972562 3.45938424 113.32386140 1.29823217
## [1381] 9.55062740 10.79250883 0.15065050 35.22837227 37.54741640
## [1386] 2.04513739 40.27815244 44.89345937 61.91792063 5.91534292
## [1391] 26.41021956 1.89194349 5.29201418 13.78150822 18.87145759
## [1396] 31.14097898 154.09553890 14.92784091 22.97728560 24.57349606
## [1401] 29.71496014 16.14887273 67.18378365 20.08902391 34.45943549
## [1406] 31.44363136 55.89978907 10.25950957 0.68291229 11.43180835
## [1411] 23.42271616 25.53300390 19.50605707 9.12860751 8.34275589
## [1416] 75.62994948 30.87227217 112.41412720 2.32126408 24.83718656
## [1421] 17.75267237 177.77145360 92.97624144 0.68533580 21.14016404
## [1426] 7.36509031 0.44703866 15.33867021 22.29319060 23.55043940
## [1431] 4.36518129 60.71287168 25.11150884 4.28674366 11.62063524
## [1436] 12.15713406 12.76490187 24.21760276 0.85836146 5.03440925
## [1441] 5.65927122 10.59553121 5.29026253 17.92983378 37.86167396
## [1446] 4.78307258 15.45198077 16.37978199 5.61370829 15.89480154
## [1451] 35.89140755 13.09195948 6.92982632 50.41116040 18.42740587
## [1456] 61.80843596 4.00117355 17.62211147 9.35278005 33.61787649
## [1461] 4.68307596 0.57978575 10.45977002 20.13907622 6.32447708
## [1466] 16.61211742 1.43522401 11.71746761 12.12257750 47.32661324
## [1471] 22.97507587 48.78806880 53.88782441 17.36252324 179.30729300
## [1476] 9.45344906 7.22441913 68.32050059 5.32974363 68.75226072
## [1481] 21.27271783 16.96885494 13.83791777 2.56848389 112.44062120
## [1486] 10.05190252 0.97580327 44.73610411 14.92797811 16.13470010
## [1491] 79.51302667 1.81635021 86.31034266 11.21330466 14.28629744
## [1496] 69.91439226 17.29676376 7.91345877 2.39528314 22.89972198
## [1501] 9.83618075 87.30695843 83.10114264 26.85210163 8.28511937
## [1506] 42.29306752 8.05249618 17.09528640 10.19295165 36.70369311
## [1511] 32.41773364 12.71367924 8.05223152 0.40823813 13.49047237
## [1516] 13.66308470 1.95255339 82.02143600 9.54251571 4.81894733
## [1521] 33.41173784 31.72080812 11.15668928 86.12351528 1.53353928
## [1526] 2.76705513 23.66358807 71.07435633 6.47676037 4.42805244
## [1531] 2.00164034 88.06848401 27.88924560 31.74373458 4.02332366
## [1536] 36.33496365 35.03953094 48.73081038 17.72722287 8.15436133
## [1541] 5.81815124 3.58298119 30.54596337 46.84856664 9.09821628
## [1546] 29.46284390 22.08032319 78.56959864 47.65907425 14.37785831
## [1551] 27.61615655 52.17313647 1.34213494 65.47265060 0.71462321
## [1556] 33.60744027 12.83702398 4.96452119 17.42324027 13.52088614
## [1561] 40.77935433 38.06520001 5.25128888 5.04632908 67.98927956
## [1566] 1.45383113 11.33037122 7.46846931 13.59007196 6.49444108
## [1571] 20.35484005 1.00204207 45.12532172 10.79674946 34.03997536
## [1576] 70.25958510 58.37208988 8.39128176 1.33251075 19.39995042
## [1581] 2.49131602 15.06586317 42.14163315 48.99526482 4.85962475
## [1586] 1.44476359 18.65904914 62.77367187 4.47783868 7.82683635
## [1591] 10.41358118 23.00459544 12.58722248 13.38353821 37.72031898
## [1596] 2.74971665 16.43725303 14.22049566 54.20146753 27.14408757
## [1601] 19.64189593 3.92827844 33.05509961 23.79060609 11.34860076
## [1606] 31.49043616 19.47465798 2.15909664 27.93478267 4.52963571
## [1611] 17.27062073 6.85414900 20.10126693 4.94571739 10.57326688
## [1616] 2.36883012 16.77416803 28.52919049 37.35725827 40.18975207
## [1621] 45.92878029 1.28856968 58.92417660 6.32260000 26.18180656
## [1626] 6.04720352 37.68626909 2.38596964 37.96905976 53.11442085
## [1631] 47.12454606 11.84059922 0.03803454 36.08245160 23.76322043
## [1636] 19.61979883 35.25541691 5.76741966 15.70942935 1.45392292
## [1641] 64.28793090 4.10766119 5.88766673 42.98453080 32.22252197
## [1646] 5.31610921 9.06308803 0.26809298 0.98110865 7.48051616
## [1651] 4.12743068 22.65617015 10.72449269 1.72586635 1.03375734
## [1656] 30.84751033 3.88523357 33.83646892 53.68539740 0.09862140
## [1661] 45.19820194 4.90908873 36.96220452 3.70979448 21.32413414
## [1666] 14.53547145 10.91124490 36.13790493 59.57182786 18.78186098
## [1671] 4.71893112 18.41056693 71.23156574 20.65287956 8.04107833
## [1676] 6.32869327 39.88966398 5.15026011 17.81649911 20.74935126
## [1681] 36.07906944 13.57270341 42.29306752 22.37276151 2.90865324
## [1686] 5.09191429 5.40893534 20.44064077 21.26632526 21.47142017
## [1691] 3.17966645 11.55399716 36.31643173 3.45487414 5.79089525
## [1696] 30.20357704 19.24405095 28.40448178 36.67229400 6.88718123
## [1701] 57.03508179 7.54214427 24.72209216 47.79177080 9.28454552
## [1706] 24.16451021 6.27768394 22.22165124 26.67428219 18.84993357
## [1711] 49.55482147 38.27331194 36.14032284 10.67716934 14.75943613
## [1716] 28.69843548 59.33984611 36.65735004 27.60143046 44.35848718
## [1721] 48.30461627 34.86423061 26.13036122 16.35155923 20.14579261
## [1726] 42.93595137 24.61778468 5.24586873 33.50211155 27.31510469
## [1731] 18.23386055 28.52395644 17.68865669 34.48748308 20.27555590
## [1736] 21.58031621 20.50348800 1.82747074 2.42745393 138.32083420
## [1741] 20.82613173 8.88767189 125.89390910 39.64975080 2.03927023
## [1746] 29.46208830 0.90637597 45.82834797 46.33991252 16.95907848
## [1751] 11.80891356 0.77531811 26.18852293 18.04114817 7.84853878
## [1756] 0.46840609 7.57047002 75.27712913 60.51988521 22.86584543
## [1761] 52.11335786 17.77043431 37.21183634 3.36406096 3.74015068
## [1766] 25.27760515 42.23025869 94.19490268 15.52703405 46.67852750
## [1771] 1.60801626 2.92416186 76.78094110 42.28127491 2.51497795
## [1776] 20.74810067 63.64653548 25.75263890 56.58021710 50.51764193
## [1781] 15.14864831 62.76294758 20.60235987 5.46424355 8.13727408
## [1786] 31.85608032 6.09989902 18.25059634 40.40144810 25.25564195
## [1791] 9.02274151 2.70251786 1.27140663 6.55623743 46.47480230
## [1796] 34.67841487 3.32286621 109.12115550 21.85958403 45.41882207
## [1801] 12.96520279 36.20031210 3.40143879 12.64606692 14.67198629
## [1806] 3.51285293 2.16480971 6.69365829 14.77221948 73.98253901
## [1811] 24.87208500 13.18554515 52.49862029 21.60180090 87.90296060
## [1816] 4.51110042 2.73435154 8.25808877 42.74590431 10.58098677
## [1821] 0.68098854 54.38258659 5.48289582 77.04199767 6.22999474
## [1826] 218.39519150 2.03839945 35.79969486 21.41943708 17.96069044
## [1831] 24.10206377 18.91607320 23.57537117 4.52832975 1.93549130
## [1836] 38.88816225 28.79847144 68.20038032 5.23722475 18.22304387
## [1841] 37.05600958 8.19192289 41.13336886 13.76473644 82.43263490
## [1846] 6.65133468 19.60551510 24.69983785 5.91438512 218.86490960
## [1851] 12.50325678 9.45890209 13.82316952 5.91145218 21.01746974
## [1856] 5.69858548 26.38074656 1.96359243 8.52454892 6.70944014
## [1861] 30.21878011 72.43846009 9.42936248 17.50624004 48.01365490
## [1866] 13.25001247 6.66423912 17.79456354 33.44471217 7.20120928
## [1871] 13.13492027 3.17818343 12.58590538 2.62690908 73.35866939
## [1876] 2.64762007 59.61184150 21.05431578 69.46175766 6.66492772
## [1881] 41.21691540 14.49431487 25.75735474 10.11599409 21.88856759
## [1886] 125.96174900 21.83420125 52.28491058 9.59484680 68.88769355
## [1891] 5.73160780 7.26703421 2.32566380 360.95338390 31.48142512
## [1896] 68.91364255 108.90898840 13.91832377 50.09121868 23.63939460
## [1901] 34.15414773 30.68883081 25.19297315 102.49221880 54.12171400
## [1906] 3.33383554 49.72830378 2.62734720 14.58941181 1.81848081
## [1911] 29.04476648 76.05518858 13.91276554 15.15643787 23.51024736
## [1916] 14.12736980 47.44850792 2.21702940 47.99199256 4.35051374
## [1921] 14.78162714 32.88667049 8.59748605 59.21256014 14.54270238
## [1926] 10.74211393 12.80819078 8.40316370 5.21469099 255.56915790
## [1931] 44.98081787 3.92032161 38.92648303 33.11000268 14.11909834
## [1936] 9.08476780 2.98241094 8.50558665 51.00308169 17.53927855
## [1941] 9.24228603 1.79107248 20.59247080 0.74294274 42.62274459
## [1946] 12.22605425 16.68711526 4.76054860 3.50753225 57.48364657
## [1951] 44.92362122 8.89861869 3.27774457 19.73335395 14.59072178
## [1956] 1.58932982 62.33035594 15.34988580 68.19740180 1.10444023
## [1961] 3.94042276 111.51138020 3.32266036 6.06442570 19.27621155
## [1966] 17.78585727 6.49391045 7.51342637 9.96444422 60.07483189
## [1971] 14.88419318 6.04871414 21.23960367 17.50632106 27.97007005
## [1976] 11.97037051 41.67536194 12.74039337 9.13138680 10.36159616
## [1981] 32.09724943 4.11339133 43.03066045 42.19732111 10.73461716
## [1986] 3.37306297 66.57412378 51.36077038 55.01131298 1.59780347
## [1991] 6.75096825 16.74209908 7.15007324 20.06500939 7.89093194
## [1996] 7.44824287 43.99403085 87.94459488 1.30768232 50.07598981
## [2001] 7.31189222 17.53361640 13.77521629 19.18108767 5.36441927
## [2006] 23.53105656 127.30801480 95.35469341 7.93528593 7.32900896
## [2011] 14.14050684 61.20406619 81.19520286 45.15513521 44.12861840
## [2016] 8.95865223 38.60204838 40.40144810 26.98362279 16.35594008
## [2021] 22.95499447 6.01756394 3.02657170 6.99276781 70.33953705
## [2026] 23.82324931 9.22124302 15.26399679 37.59646822 5.31230023
## [2031] 18.60589711 14.67222588 1.52957051 5.77298283 0.62451039
## [2036] 29.62188989 361.76374190 48.60947890 4.77091036 86.57772177
## [2041] 27.03986205 10.69237969 23.51599702 143.47667830 14.50274386
## [2046] 20.11392747 32.41417040 128.82786910 21.23244876 18.61684302
## [2051] 57.06546413 100.16556780 4.21336420 48.66071756 45.58268367
## [2056] 1.60682572 28.18955966 11.01940759 20.66724590 6.73374475
## [2061] 9.44292706 24.54706296 1.48321094 25.04441774 4.14145881
## [2066] 21.21126550 22.92341151 1.53931845 10.37175846 8.89683697
## [2071] 8.53392846 131.50404380 3.17906360 4.19533518 17.60939304
## [2076] 65.29516039 4.51107876 10.66936985 13.63692586 6.02352321
## [2081] 44.20382094 7.51897976 6.88976600 68.25870800 19.34978396
## [2086] 44.33548922 17.06291074 108.08938730 14.85051676 17.47671530
## [2091] 3.85165321 15.95538838 8.75404518 9.13733131 23.56763550
## [2096] 5.53990018 1.03529974 88.95486906 23.87050540 5.60638277
## [2101] 18.88360212 97.99220660 93.52994426 3.69613604 68.25041784
## [2106] 78.19779587 14.16739222 2.20900337 64.81173101 15.98803400
## [2111] 32.56725746 10.51901813 9.29401198 5.16809960 67.39709637
## [2116] 1.94305851 7.07242997 4.49558509 8.04576773 38.74833630
## [2121] 5.00765405 2.81553938 0.78027740 46.30806300 19.10349568
## [2126] 5.85066543 28.11635484 41.64625944 14.38546841 12.45078371
## [2131] 65.74605279 13.97504830 38.26667925 14.10739957 12.30811748
## [2136] 59.75418351 38.00063931 18.08361086 32.32493691 10.13196440
## [2141] 11.70614611 36.54680355 13.11682830 48.66217061 1.98455579
## [2146] 25.82676446 13.89178731 77.10821943 7.18034830 167.23083360
## [2151] 29.88386066 25.00423187 15.56462164 2.58002833 19.51010101
## [2156] 17.63434621 4.00706550 24.75265330 4.11585359 19.03391341
## [2161] 15.27655756 42.77521970 4.84736534 62.93549178 77.25951671
## [2166] 1.62505103 29.76290794 64.25350176 17.02873771 5.93133285
## [2171] 5.77097316 8.66528092 9.33174418 20.15710234 3.65172635
## [2176] 3.83607993 34.98992634 23.66458710 21.74053053 3.35943565
## [2181] 8.96074793 32.90611766 12.32661404 32.81205711 28.03795985
## [2186] 71.38981221 7.94536829 25.21523293 0.25272174 84.87572674
## [2191] 9.05546589 57.31589130 6.19428782 13.90010917 9.58116220
## [2196] 16.15855820 7.98343864 8.27583441 9.64106746 111.26299390
## [2201] 14.13747520 14.69960115 9.83635802 7.29688907 79.48403933
## [2206] 10.57361945 1.57342323 51.75775772 43.89691103 7.23107478
## [2211] 8.17472868 50.17693633 30.81857956 5.05214596 17.98756852
## [2216] 103.06108270 2.63807466 5.04016763 10.38894380 19.37005896
## [2221] 20.79483821 81.33444100 120.58791400 12.48912129 5.28608849
## [2226] 8.83802729 11.73221807 76.79104650 1.79545100 27.77725875
## [2231] 16.87878625 115.78194710 3.94173614 88.80448992 4.97021981
## [2236] 72.06822266 16.97962310 5.66745092 6.06233016 1.77749255
## [2241] 2.44215346 8.78897640 103.14028990 86.79082569 14.62413644
## [2246] 18.16617631 13.24667166 58.20233822 46.21605051 13.49031898
## [2251] 0.54881135 22.42576795 30.60955642 9.08476780 3.73031831
## [2256] 5.79302679 8.05583400 24.28901413 61.58171224 27.97341787
## [2261] 67.02771302 15.39534668 11.65798375 10.82357287 44.69642794
## [2266] 8.96944797 9.58156105 0.68656523 1.84291362 4.48558474
## [2271] 23.00194502 0.24515290 13.68108942 60.62885042 1.56018416
## [2276] 31.38886179 18.16953570 18.85086521 6.78695894 13.13078340
## [2281] 3.18749506 24.80248887 78.12165404 43.71856886 1.11415018
## [2286] 11.37726052 105.26097200 12.36126667 27.75787044 5.75121904
## [2291] 2.54795624 9.50949249 12.58179402 17.22281788 2.38197116
## [2296] 34.97250838 13.38149414 48.45370723 32.02019010 20.88414313
## [2301] 5.55251729 3.46444407 0.30531206 33.69233226 5.52378230
## [2306] 1.25743891 14.14084367 43.77424082 1.18073661 77.80158800
## [2311] 60.42298474 8.21617792 83.96813664 5.90747594 32.59864309
## [2316] 2.76959892 25.05062136 25.76598645 17.60269465 59.42458922
## [2321] 21.47448516 8.44235219 16.98117776 35.60912359 77.66478213
## [2326] 16.81772593 128.46869390 55.46963196 56.72227169 55.31956658
## [2331] 14.99601118 34.60160214 5.73053929 12.36004300 10.59423174
## [2336] 18.26940096 57.82473775 37.02263046 59.51850423 42.70505393
## [2341] 68.84905671 14.78422174 25.03946022 41.67776195 15.75636267
## [2346] 60.73155753 0.33523237 52.38420388 6.19058208 54.16451768
## [2351] 89.13481061 8.42192143 21.10579025 20.50963783 43.20756866
## [2356] 17.54619116 1.37270775 0.09354695 27.03298037 17.78922266
## [2361] 14.74449646 33.85339122 177.52882520 35.25420124 5.47387497
## [2366] 11.68031490 56.17738060 23.30000662 119.89433270 17.85338057
## [2371] 8.92090078 17.43149651 22.82159308 9.26982796 4.74162606
## [2376] 13.93940910 14.45829487 42.42253100 40.01028435 8.02486573
## [2381] 25.74700712 40.51760545 26.09995422 32.38852793 23.59811637
## [2386] 15.84839963 45.96751050 10.12959599 52.74177636 4.64650321
## [2391] 5.69871104 10.09867780 38.19240444 16.15855820 10.06743570
## [2396] 52.03463312 11.93318810 60.26309658 3.54631555 3.61382908
## [2401] 14.15437174 1.46969325 112.66613650 12.09622118 97.19657367
## [2406] 9.41934649 7.05333500 287.95379280 51.27258615 7.96397642
## [2411] 214.30666270 25.12339065 63.14985950 64.95645099 14.52186250
## [2416] 3.83397413 16.04403014 0.85050952 36.86701770 5.39176749
## [2421] 2.90787934 13.55041394 31.63684138 2.61306279 18.12700440
## [2426] 13.43133991 5.29198915 9.96425581 16.61144026 47.83758971
## [2431] 18.71641694 18.21579469 5.90929503 12.99938379 12.07905093
## [2436] 5.71562257 15.15104830 34.85660705 7.05992985 56.31760103
## [2441] 89.29548670 140.66213660 18.58457770 3.70161889 29.34770837
## [2446] 34.29431289 12.00869742 14.12736980 5.37674059 5.15780368
## [2451] 16.72936970 2.52721748 13.26221446 6.13598245 25.57242933
## [2456] 9.69917706 7.49715506 16.58165201 61.61833364 11.65996434
## [2461] 9.65025004 28.41708136 8.67134407 1.12514606 45.46426090
## [2466] 4.28967886 60.62238300 53.73655336 33.86849093 93.77761706
## [2471] 21.21126550 151.56505230 54.10230816 54.04869560 52.67778465
## [2476] 5.13391185 12.02904527 2.13632558 22.45841786 3.66377788
## [2481] 3.96030630 1.38579184 16.27511574 42.22150549 3.86863332
## [2486] 14.02863873 39.48337116 22.13419743 49.01323885 40.42327574
## [2491] 38.19067209 19.66912605 32.43717827 12.20780052 42.42253100
## [2496] 49.36350729 3.80128899 23.73891130 5.00266978 6.42575764
## [2501] 3.50497054 60.01343064 42.26791822 27.97632918 32.22246226
## [2506] 18.08071442 26.41113767 27.79149135 23.27552205 12.60913229
## [2511] 26.25948159 27.86366003 13.28070081 21.96462420 32.31711630
## [2516] 44.06491359 41.42209500 14.18391563 136.93795800 67.26616125
## [2521] 14.57483754 25.10043261 11.77908986 17.46396119 41.53706414
## [2526] 23.18305163 29.38287135 76.79037287 10.21771151 3.18693501
## [2531] 34.79013586 90.92852170 7.90737955 14.96948769 2.51591586
## [2536] 24.07951908 13.18501000 7.99490429 10.90023366 19.29866138
## [2541] 64.41616070 8.83351003 21.81920724 11.10333103 4.59675105
## [2546] 54.76629511 46.62801597 48.92856443 62.83957669 6.42074610
## [2551] 81.75845837 48.60623685 14.94379331 27.07846934 3.72653023
## [2556] 62.40576241 18.07802206 16.43784656 0.78959179 1.26665917
## [2561] 55.56967560 1.77336933 6.64191142 3.01402558 15.38432962
## [2566] 9.69415407 40.65671234 39.59436227 18.13388282 4.78972262
## [2571] 17.15249937 0.65178181 47.99566725 83.78651166 39.75249992
## [2576] 38.33994350 1.99078867 12.94438665 28.11367347 4.80330573
## [2581] 44.44361400 18.85445822 87.74978701 37.42337649 62.51664293
## [2586] 32.13922216 77.97458009 10.05608631 16.96317099 40.18448790
## [2591] 3.72874257 75.50833257 87.90296060 9.90514375 6.24539781
## [2596] 21.39566828 7.86898095 63.93506419 8.88664853 14.13268846
## [2601] 6.02885410 8.84568953 61.07207396 4.28030220 16.64099403
## [2606] 51.86660251 62.86831138 11.32556227 3.22226170 36.95500632
## [2611] 32.91300914 22.31126324 45.05554866 19.78456264 21.03233592
## [2616] 5.77478516 23.33239205 46.06937312 270.78469310 3.01218182
## [2621] 1.02255058 9.19398922 4.47029769 2.35643729 20.32548134
## [2626] 141.45905380 26.65415979 30.83748589 57.59075850 41.13433129
## [2631] 0.95193375 7.47738811 5.87300079 20.04842101 4.07492100
## [2636] 15.63731434 3.05990612 0.60223282 39.29216261 34.14841957
## [2641] 10.53591515 26.45046371 34.27708553 38.83384563 5.93200901
## [2646] 1.45186786 28.16893067 92.93949930 6.70890060 4.45266449
## [2651] 1.17898995 19.31425101 0.06704955 3.30305997 9.82911458
## [2656] 27.61403036 13.64300463 12.18867006 16.16057924 22.02071582
## [2661] 2.27035806 5.56027054 56.57877343 16.43637285 7.52115503
## [2666] 69.71321410 15.10854300 6.89823246 41.55801982 11.07703164
## [2671] 5.45243266 42.83887416 2.78093778 226.67770170 38.41401623
## [2676] 40.72562976 60.97758829 116.33786520 4.48567854 9.47291436
## [2681] 21.38257580 13.20331045 8.80513896 0.81830655 9.07868162
## [2686] 46.77831787 17.28402947 9.00531078 11.30850046 16.32930757
## [2691] 11.62573653 19.56746389 77.64914484 33.31220592 39.03844200
## [2696] 5.14592887 7.20930512 2.12273186 5.64868813 30.30681247
## [2701] 2.82745293 7.01475344 50.81417971 11.62288468 64.72238907
## [2706] 8.48295152 17.49721917 81.02729581 6.47920626 5.46809350
## [2711] 8.46638476 133.28137860 3.45107211 31.81967723 1.24007111
## [2716] 10.22993737 42.03044096 28.12876638 8.08665706 97.86083623
## [2721] 11.61864445 36.39286104 18.67564853 7.14760377 44.21979406
## [2726] 39.51980679 1.58247315 78.81172527 3.68540082 12.24171745# check for outliers in SpecialDay
boxplot(unique_df$SpecialDay)
boxplot.stats(unique_df$SpecialDay)$out## [1] 0.4 0.8 0.4 0.4 1.0 0.8 0.2 0.4 0.8 0.6 0.6 0.4 0.2 0.2 0.6 0.2 1.0 0.4
## [19] 0.2 0.6 0.2 0.4 0.6 0.4 0.8 0.6 0.2 0.4 0.6 1.0 0.4 0.8 0.8 0.4 0.4 0.6
## [37] 0.2 0.2 0.6 0.6 0.4 1.0 0.4 0.8 0.8 0.8 0.6 0.4 0.8 0.2 0.2 0.8 0.2 0.6
## [55] 0.8 0.4 0.4 0.6 0.8 0.6 0.4 0.2 0.2 0.4 0.8 0.4 0.2 0.8 0.6 0.4 0.6 0.8
## [73] 0.8 0.6 0.8 1.0 0.6 0.6 0.8 0.8 0.6 0.8 0.4 0.6 0.6 0.6 0.6 0.6 0.6 0.8
## [91] 0.6 0.8 0.2 0.2 0.8 1.0 0.6 0.6 0.4 0.8 0.6 0.6 1.0 0.8 0.8 0.8 0.8 1.0
## [109] 0.8 0.6 0.4 0.6 0.4 0.4 0.4 1.0 0.6 0.4 0.6 0.6 0.6 0.4 0.4 1.0 0.8 1.0
## [127] 1.0 0.8 0.2 0.4 0.6 0.4 0.2 0.6 1.0 0.4 1.0 0.4 0.4 0.6 0.6 0.2 0.6 0.6
## [145] 0.6 0.6 0.6 0.2 0.4 0.8 0.4 0.6 0.8 0.8 0.6 0.8 1.0 0.2 0.8 0.2 0.8 0.2
## [163] 1.0 1.0 0.4 0.4 0.4 0.4 0.6 0.6 0.4 0.6 0.4 0.2 0.4 0.2 0.4 0.4 0.4 0.4
## [181] 0.6 1.0 0.8 0.8 0.6 0.8 0.2 0.8 1.0 1.0 0.4 0.2 0.6 1.0 1.0 1.0 0.6 0.8
## [199] 0.8 0.8 0.2 0.4 0.8 0.2 0.4 0.8 0.8 0.8 0.6 0.4 0.4 0.6 1.0 0.6 1.0 0.6
## [217] 0.6 0.6 0.2 0.4 0.6 0.6 0.6 0.6 0.6 0.4 0.6 0.6 0.6 0.4 0.2 0.4 0.4 1.0
## [235] 0.2 0.6 0.6 0.8 1.0 0.2 0.6 0.8 0.8 0.8 0.8 0.6 0.4 1.0 0.4 0.6 0.2 0.8
## [253] 0.2 0.4 0.8 0.2 0.8 0.4 0.4 0.8 0.8 0.6 0.4 0.2 0.8 0.6 0.8 1.0 0.2 0.6
## [271] 0.6 0.6 1.0 0.6 0.6 0.8 0.8 0.2 0.8 0.6 1.0 0.8 1.0 0.8 0.6 0.6 1.0 0.8
## [289] 0.6 1.0 0.6 1.0 0.6 0.4 0.6 0.2 0.6 0.2 0.8 0.8 0.6 0.6 1.0 0.6 0.8 0.8
## [307] 0.2 0.6 0.4 0.8 0.8 0.8 0.6 0.8 0.8 0.8 0.4 0.8 1.0 0.6 0.4 0.2 0.8 0.6
## [325] 0.4 1.0 0.8 1.0 0.6 0.8 0.8 0.4 0.2 0.8 0.8 0.4 0.4 0.6 0.8 0.6 0.4 0.4
## [343] 0.8 0.4 0.6 0.4 0.6 0.8 0.8 0.2 0.4 0.4 0.2 0.2 0.2 0.8 0.4 0.6 1.0 1.0
## [361] 0.4 0.2 0.6 0.4 0.8 0.8 0.4 0.8 0.6 0.4 0.4 0.8 1.0 0.6 0.4 0.6 0.6 0.2
## [379] 0.4 0.6 0.2 0.6 0.8 0.4 0.8 0.8 0.2 0.4 0.8 1.0 0.2 1.0 1.0 1.0 0.4 0.6
## [397] 1.0 0.8 0.6 0.8 1.0 0.2 0.2 0.6 0.6 0.8 1.0 0.8 0.8 0.8 0.4 0.8 0.8 0.6
## [415] 0.4 0.6 0.4 1.0 0.6 0.4 0.8 0.6 0.2 0.2 1.0 0.8 0.6 0.8 0.6 0.8 0.6 0.6
## [433] 0.8 0.8 0.8 0.6 0.6 0.6 1.0 0.2 0.6 0.8 1.0 1.0 0.8 0.6 0.8 1.0 0.2 0.6
## [451] 0.8 0.8 0.2 0.2 0.6 0.8 0.6 0.8 0.8 0.8 0.2 1.0 0.6 0.2 0.6 0.2 0.6 0.8
## [469] 0.6 0.8 0.4 0.6 0.8 0.8 0.6 0.4 0.6 0.8 0.8 0.6 0.6 0.6 0.4 0.4 0.2 0.4
## [487] 0.4 1.0 0.2 0.8 0.4 0.8 0.6 0.6 0.6 0.2 0.8 0.6 0.2 0.4 0.4 0.2 0.8 0.4
## [505] 0.8 0.8 0.8 0.8 1.0 0.2 0.8 0.2 0.2 0.4 1.0 0.6 0.6 0.6 0.8 0.4 0.2 1.0
## [523] 1.0 0.2 0.6 0.6 1.0 0.8 0.2 0.6 0.6 0.6 0.4 0.4 0.8 0.8 1.0 0.6 1.0 0.8
## [541] 0.2 0.8 0.6 0.8 0.8 1.0 0.4 0.4 0.8 0.8 0.6 0.2 0.2 0.4 0.6 1.0 0.8 0.8
## [559] 0.6 0.4 0.6 1.0 0.6 0.6 0.6 0.4 0.4 0.6 0.6 0.2 0.6 0.6 1.0 0.8 0.6 0.8
## [577] 0.4 0.8 0.6 0.6 0.6 0.6 0.2 1.0 0.6 0.6 0.6 0.6 0.4 0.4 0.2 0.6 0.6 0.2
## [595] 0.4 0.6 0.8 1.0 0.6 0.2 0.8 0.8 0.6 0.4 0.6 0.6 0.6 1.0 0.6 1.0 0.2 0.8
## [613] 0.6 0.8 0.2 0.6 1.0 0.8 0.8 0.8 0.4 1.0 0.8 0.8 0.2 0.6 0.6 1.0 0.8 1.0
## [631] 0.8 0.8 0.2 0.6 0.4 0.6 0.6 0.4 0.4 0.6 0.6 0.4 0.6 0.4 1.0 0.2 0.2 1.0
## [649] 0.8 0.8 1.0 0.6 0.8 0.6 0.8 0.6 0.6 0.8 1.0 0.4 0.8 0.4 0.4 0.8 0.2 0.6
## [667] 0.8 0.4 0.2 0.4 0.6 0.4 0.8 0.6 0.8 0.6 0.6 0.8 0.8 0.8 0.2 1.0 0.6 0.4
## [685] 0.6 1.0 0.6 0.8 0.8 0.8 0.6 0.2 0.2 0.8 0.8 1.0 0.6 0.8 0.4 0.2 0.6 0.2
## [703] 0.4 0.8 0.8 0.8 1.0 0.4 0.4 0.4 1.0 1.0 0.8 1.0 0.4 0.8 0.8 1.0 0.8 0.8
## [721] 0.4 0.6 0.4 0.4 0.6 0.2 0.6 0.6 0.2 0.4 0.6 0.8 0.8 0.8 0.2 1.0 0.6 0.8
## [739] 0.2 0.6 0.4 0.6 1.0 0.2 0.8 0.2 0.4 0.4 1.0 1.0 1.0 0.6 0.8 0.4 0.6 0.6
## [757] 0.8 0.4 1.0 0.4 0.6 0.8 0.2 0.8 0.8 0.8 0.6 1.0 0.4 0.2 0.4 0.4 0.4 0.6
## [775] 0.4 1.0 0.4 0.4 0.8 0.8 0.2 0.2 0.2 0.6 0.6 0.2 0.2 1.0 1.0 0.8 0.8 0.8
## [793] 1.0 0.2 0.6 0.2 0.4 0.6 0.8 0.8 0.6 0.8 0.8 0.4 0.8 0.6 0.4 1.0 0.2 0.6
## [811] 0.6 0.2 0.8 0.6 0.8 0.8 0.8 1.0 0.4 0.4 1.0 0.8 0.8 0.4 0.8 0.8 0.6 0.8
## [829] 0.6 0.6 0.2 0.4 0.8 0.2 1.0 0.6 0.8 0.2 0.6 1.0 0.6 0.8 0.4 0.8 0.8 0.6
## [847] 1.0 0.8 1.0 1.0 0.8 0.6 0.2 0.6 0.2 0.4 0.8 0.8 0.6 0.8 0.2 0.2 1.0 0.6
## [865] 0.6 0.8 0.6 0.6 0.6 0.2 0.6 0.2 0.2 0.2 0.8 0.6 0.6 0.2 1.0 1.0 0.6 0.2
## [883] 1.0 0.6 1.0 0.6 0.6 0.8 0.6 0.2 0.2 0.2 0.4 0.2 0.4 0.6 0.8 0.6 0.8 0.6
## [901] 0.8 0.6 0.6 0.8 0.4 0.6 0.6 0.4 0.6 0.8 0.2 0.8 0.8 0.2 0.4 0.4 0.6 0.2
## [919] 0.6 0.8 0.4 0.6 1.0 1.0 0.6 0.8 0.4 0.2 0.8 0.6 0.8 0.4 1.0 0.2 0.4 0.4
## [937] 0.6 0.8 0.8 0.6 0.6 0.8 0.2 0.6 0.2 1.0 0.8 0.6 0.2 1.0 0.6 0.8 0.6 1.0
## [955] 0.6 0.8 0.6 1.0 1.0 0.4 0.8 0.4 0.8 0.6 0.4 1.0 0.6 0.8 0.8 1.0 0.6 0.6
## [973] 0.6 0.8 0.6 0.8 0.4 0.2 0.8 0.6 1.0 0.8 1.0 0.8 0.4 0.8 0.4 0.8 0.4 0.6
## [991] 0.8 0.6 0.4 0.6 0.8 0.6 0.6 1.0 1.0 0.2 0.4 0.6 0.6 0.8 0.6 0.8 0.6 0.6
## [1009] 0.6 0.8 1.0 0.6 0.4 0.8 0.6 0.2 0.8 0.4 1.0 0.2 0.6 0.6 1.0 0.8 0.6 0.6
## [1027] 0.4 0.8 0.4 0.8 0.2 0.4 0.4 0.4 0.4 0.4 0.4 0.8 1.0 0.4 1.0 1.0 0.8 0.8
## [1045] 0.2 0.4 0.6 0.4 0.6 1.0 1.0 0.6 0.8 0.8 0.4 0.6 0.2 0.8 0.2 0.4 0.8 0.2
## [1063] 0.6 0.2 0.4 0.4 0.8 0.4 0.2 0.6 0.4 0.8 0.6 1.0 1.0 0.4 0.6 0.6 0.8 0.6
## [1081] 0.6 0.4 0.2 0.6 0.6 0.4 0.2 0.8 0.6 0.6 1.0 0.2 0.6 0.8 0.4 1.0 0.8 0.4
## [1099] 0.2 0.4 0.6 0.6 0.8 0.4 1.0 0.6 0.4 0.8 0.2 0.4 0.4 0.8 0.2 0.6 0.2 0.4
## [1117] 1.0 0.8 0.8 0.8 0.8 0.2 1.0 0.2 0.8 0.4 0.4 0.6 0.6 1.0 0.8 0.8 0.6 0.2
## [1135] 0.4 0.6 1.0 1.0 0.2 0.8 0.8 0.6 0.4 0.8 0.4 0.2 0.4 0.4 0.6 0.6 0.4 0.6
## [1153] 0.8 1.0 1.0 0.4 0.2 0.6 1.0 1.0 0.8 0.8 0.2 0.2 0.8 0.4 0.6 0.8 0.6 0.8
## [1171] 0.6 0.4 0.8 0.2 0.2 0.4 0.8 0.6 0.2 0.2 0.8 0.2 0.2 0.4 0.4 0.4 0.8 0.4
## [1189] 0.8 1.0 0.4 0.2 0.6 0.6 0.8 0.6 0.6 0.2 0.8 0.4 1.0 1.0 0.6 0.8 0.8 0.4
## [1207] 0.8 0.4 0.4 0.4 0.2 0.2 0.6 0.4 0.4 0.6 1.0 0.6 0.6 0.2 1.0 0.4 0.6 0.6
## [1225] 0.6 0.8 0.6 0.8 0.6 0.6 1.0 0.4 0.8 0.4 0.8 0.8 0.8 0.6 0.4 0.2 0.4 0.8
## [1243] 0.4 0.8 0.2 0.6 0.6 0.8 0.8# check for outliers in OperatingSystems
boxplot(unique_df$OperatingSystems)
boxplot.stats(unique_df$OperatingSystems)$out## [1] 7 7 7 6 6 6 8 7 6 6 6 6 6 6 6 6 7 8 5 6 6 7 6 5 5 8 8 8 8 8 8 8 8 8 8 8 8
## [38] 8 8 8 8 8 8 8 8 8 6 8 8 8 5 8 8 8 8 8 8 8 8 8 8 8 8 8 6 8 6 8 8 5 8 8 8 6
## [75] 8 8 8 8 8 8 8 8 8 8 8 8 7 8 8 8 8 8 8 8 8 8 6 8 8 8 8 8 8 8 8 8 5# check for outliers in Browser
boxplot(unique_df$Browser)
boxplot.stats(unique_df$Browser)$out## [1] 1 1 3 4 4 1 1 1 5 1 1 1 4 3 4 1 1 6 1 1 5 1 1 1
## [25] 5 1 1 4 3 4 6 4 1 1 1 1 7 6 6 4 4 4 6 1 1 1 1 1
## [49] 1 1 1 1 1 1 1 1 1 1 4 4 1 1 1 1 1 1 3 5 1 4 1 1
## [73] 1 4 4 1 1 4 1 1 4 6 1 4 4 1 1 4 4 1 5 6 3 1 1 1
## [97] 1 1 1 4 1 4 1 1 1 1 1 1 4 1 1 1 1 1 4 1 1 5 4 6
## [121] 4 4 1 6 5 10 1 3 5 1 5 1 1 1 1 3 5 8 4 1 5 1 5 1
## [145] 5 1 9 1 1 5 1 1 1 5 1 1 1 1 1 1 1 10 5 4 6 4 1 1
## [169] 5 4 1 1 1 4 5 1 1 1 1 4 3 1 6 4 1 1 5 5 10 4 5 3
## [193] 8 1 1 1 1 1 3 5 1 5 1 4 4 1 5 1 4 1 1 1 6 1 1 4
## [217] 4 6 4 6 1 4 4 1 4 4 1 7 4 5 1 6 1 7 4 1 1 10 1 1
## [241] 1 5 4 1 4 4 5 7 1 1 1 6 1 5 1 6 4 1 1 4 1 1 1 1
## [265] 1 5 4 1 1 8 5 1 4 1 4 1 1 4 1 4 1 4 5 4 4 1 1 4
## [289] 1 1 1 5 1 1 1 1 1 1 4 1 1 1 1 3 1 1 8 4 4 4 1 1
## [313] 1 7 1 6 1 6 3 4 1 10 1 1 1 7 1 5 8 1 6 1 8 4 1 1
## [337] 4 1 6 1 5 1 6 1 5 5 1 3 1 1 1 4 1 1 1 1 1 1 1 4
## [361] 1 4 1 4 1 1 1 5 4 4 1 1 1 4 1 1 1 1 1 6 1 6 1 1
## [385] 1 1 1 1 1 1 5 1 1 1 1 5 1 4 1 1 1 1 4 1 10 1 1 1
## [409] 6 1 1 1 4 7 1 1 1 4 1 1 1 6 5 4 1 1 1 5 6 1 1 1
## [433] 10 3 1 1 1 5 1 1 1 1 5 1 4 4 1 6 1 5 5 1 1 3 1 7
## [457] 1 1 1 5 1 1 4 4 1 1 4 1 1 1 8 1 1 4 1 1 4 1 1 4
## [481] 3 1 4 1 1 1 6 1 4 6 1 4 1 1 6 10 1 1 10 1 1 8 1 4
## [505] 1 1 4 1 4 4 1 4 1 4 1 1 5 10 10 3 1 6 1 4 1 1 1 4
## [529] 1 1 4 4 1 6 1 1 1 1 1 1 1 1 5 1 1 1 3 1 1 10 4 5
## [553] 3 4 1 4 1 4 5 1 1 4 1 4 4 1 1 5 1 7 1 1 1 1 5 1
## [577] 4 1 5 3 4 1 1 1 5 5 5 1 4 4 5 1 4 1 1 1 1 1 5 5
## [601] 5 1 1 1 4 5 1 1 1 1 6 4 1 1 1 1 1 1 4 3 1 4 1 3
## [625] 6 4 1 1 6 5 10 1 1 1 4 1 1 5 5 5 4 1 4 4 4 4 1 1
## [649] 1 1 5 1 1 1 4 4 1 1 1 1 3 1 1 1 1 10 6 5 1 5 4 1
## [673] 5 4 4 6 1 5 1 5 1 1 5 4 1 4 4 1 4 1 1 4 6 1 4 1
## [697] 1 1 4 1 1 4 1 1 1 1 5 5 1 3 4 4 4 1 3 5 6 10 1 5
## [721] 6 5 3 4 5 4 10 4 4 1 10 1 1 4 1 5 1 4 4 1 1 4 1 1
## [745] 5 1 5 1 1 5 1 4 4 7 5 4 4 1 6 1 5 4 5 5 4 8 1 1
## [769] 5 1 1 3 1 1 4 4 4 1 5 1 1 1 1 5 6 4 1 1 4 1 5 4
## [793] 1 6 6 4 1 1 4 4 4 4 1 1 1 1 6 1 1 1 5 10 6 4 1 4
## [817] 5 5 1 1 1 1 1 1 3 1 8 1 5 1 6 5 4 4 1 5 10 3 4 1
## [841] 1 1 1 1 1 1 1 4 5 1 1 5 1 4 6 4 1 4 1 1 1 4 1 1
## [865] 1 1 1 1 4 4 1 6 4 1 1 5 1 1 1 1 10 4 4 6 8 1 10 7
## [889] 1 4 1 4 1 10 1 1 1 5 1 1 4 1 1 1 1 1 1 8 1 1 8 5
## [913] 4 5 8 3 1 1 1 1 1 4 1 4 4 1 1 1 1 1 10 1 1 1 10 5
## [937] 5 3 1 1 1 1 4 1 1 4 1 4 4 5 1 1 1 1 1 1 4 10 10 4
## [961] 4 1 1 5 1 1 1 1 1 5 1 4 5 4 1 10 1 1 1 1 6 1 4 1
## [985] 1 4 6 1 7 1 1 4 1 1 10 1 6 1 7 5 1 1 1 7 1 1 1 1
## [1009] 1 1 1 8 1 1 4 1 5 1 5 1 1 1 6 1 5 5 4 1 1 5 5 5
## [1033] 5 10 3 4 1 4 5 1 1 1 10 1 4 4 1 1 1 4 5 6 5 4 1 1
## [1057] 4 1 4 4 1 4 1 6 1 1 6 4 6 4 5 4 3 5 4 4 8 1 1 1
## [1081] 5 5 5 1 4 1 4 1 1 5 4 3 1 1 1 5 4 5 1 1 6 1 1 10
## [1105] 12 1 1 1 5 1 1 4 3 7 1 1 1 6 3 4 1 4 6 1 8 1 1 6
## [1129] 1 6 1 1 1 1 5 1 1 3 1 1 3 8 4 4 1 5 1 1 4 1 5 1
## [1153] 1 5 1 1 1 1 6 5 1 1 3 4 1 1 4 10 1 5 1 4 5 10 5 1
## [1177] 1 1 1 4 1 1 4 1 1 5 1 1 1 5 4 1 1 1 1 1 5 3 10 1
## [1201] 1 1 10 8 1 1 1 5 4 5 7 5 10 1 4 1 1 1 1 1 1 1 1 1
## [1225] 5 4 1 1 10 1 1 6 1 1 5 7 1 4 5 1 1 1 1 1 1 1 1 1
## [1249] 4 1 1 1 1 1 5 4 1 5 4 4 4 4 8 4 3 1 1 10 1 1 5 1
## [1273] 1 4 1 5 1 3 1 1 4 1 1 1 1 10 6 1 1 1 1 1 1 7 4 10
## [1297] 1 1 1 1 4 4 1 3 5 4 5 1 1 1 4 5 1 4 1 7 1 1 5 6
## [1321] 4 1 1 4 1 1 1 7 4 5 10 4 4 1 1 1 4 1 4 10 4 6 1 4
## [1345] 5 1 1 4 10 6 4 1 1 8 5 1 6 4 4 1 4 3 1 1 1 8 4 3
## [1369] 6 3 4 1 1 1 1 1 1 4 1 4 5 1 1 4 8 4 1 5 4 4 1 8
## [1393] 1 1 8 1 6 7 4 1 5 1 1 4 1 4 1 4 6 1 4 1 1 10 6 1
## [1417] 1 1 1 6 1 6 1 1 1 1 1 10 1 1 1 4 5 4 1 1 1 1 1 1
## [1441] 4 4 1 1 1 5 1 4 1 5 4 1 1 1 4 10 4 1 1 1 4 1 1 5
## [1465] 7 1 1 8 1 1 6 1 4 1 4 5 5 4 1 4 1 6 1 1 1 1 4 10
## [1489] 1 4 1 1 1 1 1 1 10 1 10 1 1 1 10 1 10 1 1 8 1 5 1 1
## [1513] 1 1 4 4 6 1 1 4 4 5 3 5 5 5 3 1 1 1 4 10 4 5 1 3
## [1537] 1 1 1 1 1 10 4 4 5 6 1 10 5 1 1 1 1 1 1 4 1 4 1 8
## [1561] 1 4 4 3 5 5 1 1 3 1 1 5 1 3 1 5 7 4 5 1 1 5 4 1
## [1585] 1 5 3 1 1 1 1 5 6 1 1 4 4 1 1 4 4 10 5 5 1 5 5 1
## [1609] 1 5 8 8 4 4 6 1 5 4 1 1 4 4 6 10 5 1 5 5 5 1 6 1
## [1633] 5 6 1 1 10 4 8 1 1 1 4 4 1 6 1 1 1 1 4 5 10 4 5 1
## [1657] 1 4 4 1 1 4 4 4 1 1 1 3 5 1 1 1 6 1 4 3 4 1 6 5
## [1681] 5 10 1 1 4 5 1 5 1 4 1 4 1 1 1 5 8 5 1 1 1 4 1 1
## [1705] 1 5 1 4 4 5 10 1 6 4 5 1 1 1 1 1 1 1 1 1 4 8 1 1
## [1729] 1 1 1 5 1 1 5 1 6 1 1 1 1 1 1 4 1 4 1 1 1 1 4 1
## [1753] 1 10 5 1 1 4 5 4 1 5 1 4 1 4 6 4 4 4 8 6 8 8 1 1
## [1777] 5 6 1 4 4 1 5 1 5 1 1 1 1 4 1 4 10 5 1 4 8 10 4 5
## [1801] 1 10 1 4 5 4 5 1 1 10 1 5 4 1 1 8 4 10 4 4 5 1 1 4
## [1825] 1 5 3 1 1 1 1 5 4 5 1 1 6 4 1 4 3 1 1 8 4 5 1 1
## [1849] 1 1 8 1 5 5 1 4 3 10 1 1 6 1 1 1 4 4 6 1 1 6 3 5
## [1873] 1 1 1 1 1 8 5 1 3 1 1 4 5 1 1 1 1 5 1 6 1 4 7 5
## [1897] 4 1 1 4 1 6 1 4 1 1 4 3 4 1 1 6 7 5 4 1 1 4 8 1
## [1921] 1 6 5 1 3 4 1 3 4 4 1 4 1 4 1 4 4 1 1 1 1 4 1 1
## [1945] 1 4 1 1 8 1 1 1 1 1 1 1 5 1 1 1 1 1 1 10 4 1 1 4
## [1969] 8 5 1 1 4 1 1 4 1 1 1 1 1 8 4 1 1 1 1 1 10 4 1 4
## [1993] 1 1 4 1 1 1 1 4 1 1 1 5 1 4 4 5 1 1 1 4 6 4 4 1
## [2017] 8 1 1 13 5 1 4 4 1 1 10 1 1 1 4 1 3 1 4 4 5 8 1 5
## [2041] 1 5 1 5 1 1 4 1 1 4 1 1 1 4 3 1 4 6 10 1 4 1 1 1
## [2065] 1 10 1 1 1 4 1 1 10 4 1 1 4 1 10 1 4 1 1 1 5 1 1 1
## [2089] 1 1 1 1 4 1 1 1 5 4 4 4 1 1 1 8 1 5 4 5 1 5 5 8
## [2113] 1 1 1 4 1 1 5 1 5 6 4 1 4 1 1 3 8 10 1 4 1 1 1 1
## [2137] 4 6 1 1 4 1 4 4 1 1 1 7 1 5 4 5 1 5 4 1 4 1 1 4
## [2161] 1 1 1 1 1 1 6 1 1 4 8 10 1 1 4 1 10 1 1 1 4 4 1 4
## [2185] 1 1 1 5 1 4 1 5 1 4 1 5 1 1 4 1 1 4 1 5 1 4 5 6
## [2209] 1 4 1 10 4 5 1 4 1 5 1 1 1 5 1 5 12 1 1 5 1 1 8 1
## [2233] 5 1 1 4 4 1 10 1 1 6 1 4 1 4 4 4 1 1 5 8 1 7 5 5
## [2257] 1 1 1 1 8 11 1 1 10 4 4 1 1 3 8 1 1 10 8 1 1 4 1 1
## [2281] 1 6 4 5 1 1 1 1 5 1 1 1 1 1 1 1 1 1 4 1 10 8 6 4
## [2305] 1 5 5 10 1 8 5 5 1 1 1 1 4 3 8 8 1 6 1 1 6 1 4 1
## [2329] 3 4 1 10 1 4 3 4 1 4 7 1 1 7 1 10 10 1 1 1 4 10 1 5
## [2353] 1 3 5 1 1 1 4 4 1 4 1 1 5 10 3 1 1 5 4 4 1 4 1 4
## [2377] 1 6 1 6 5 1 1 4 5 1 1 1 1 1 1 4 4 1 1 5 1 4 1 1
## [2401] 4 1 6 1 1 4 6 1 1 1 1 1 5 7 4 1 1 1 5 6 4 6 1 1
## [2425] 4 1 1 1 1 3 1 1 5 1 1 4 8 5 1 1 1 1 4 6 1 1 4 1
## [2449] 7 1 4 1 10 1 7 7 1 5 4 1 1 1 1 1 1 8 1 4 1 4 5 5
## [2473] 6 1 5 5 10 7 4 5 5 1 4 1 1 1 8 4 1 1 8 1 1 1 1 1
## [2497] 1 1 1 1 1 1 1 1 4 1 1 1 4 1 10 1 4 5 1 1 3 1 5 10
## [2521] 1 6 4 5 1 1 4 1 5 4 6 1 1 4 1 8 1 1 8 1 5 1 1 1
## [2545] 4 1 1 1 6 1 10 4 1 4 10 1 1 1 4 7 8 1 1 1 10 1 1 4
## [2569] 1 1 1 8 5 1 1 1 1 4 1 1 10 1 1 1 1 1 1 1 8 1 1 1
## [2593] 1 4 5 1 4 4 1 1 1 1 1 4 1 5 4 8 1 1 1 4 4 1 1 1
## [2617] 1 10 1 1 6 1 1 5 1 10 1 1 1 4 1 5 1 1 1 1 1 1 8 10
## [2641] 5 4 6 4 6 1 1 4 6 5 5 1 4 1 1 5 8 3 1 1 1 1 1 1
## [2665] 8 4 1 5 1 1 1 5 1 1 3 1 1 7 1 1 1 4 1 6 3 5 1 5
## [2689] 4 4 1 1 1 5 10 1 4 5 1 5 8 1 6 1 1 4 5 6 1 1 1 1
## [2713] 1 8 1 4 1 1 1 1 6 1 1 1 1 1 1 5 10 4 5 1 4 4 1 1
## [2737] 1 4 5 10 1 10 1 5 8 1 1 6 1 1 4 4 1 1 6 1 1 4 5 1
## [2761] 4 1 8 1 1 1 5 1 4 1 4 1 1 5 1 6 5 8 5 5 10 4 1 1
## [2785] 10 1 1 5 1 1 7 1 3 1 3 5 5 1 1 1 1 1 4 1 10 1 1 1
## [2809] 1 5 1 1 4 5 1 1 4 4 4 10 4 1 1 4 1 1 1 1 4 1 1 1
## [2833] 1 1 4 5 1 1 1 5 1 1 1 1 11 1 1 1 1 1 11 1 1 1 6 1
## [2857] 8 13 1 13 5 4 5 4 1 1 10 4 1 1 5 1 1 1 8 1 1 4 1 1
## [2881] 1 1 1 1 1 10 8 1 10 1 1 1 1 1 4 1 1 4 1 1 13 1 1 1
## [2905] 1 1 1 1 1 6 4 5 4 8 4 1 1 4 4 1 5 12 13 4 1 1 5 1
## [2929] 4 1 6 1 5 6 4 1 1 6 7 1 1 4 1 6 1 1 1 5 1 1 1 6
## [2953] 1 1 1 1 4 1 1 1 1 1 4 1 4 13 1 1 4 5 1 1 1 1 1 13
## [2977] 1 4 4 1 1 5 1 8 5 5 13 1 1 1 1 5 4 1 7 1 4 4 1 1
## [3001] 4 1 8 1 10 4 1 1 3 7 4 1 6 13 1 1 1 4 4 1 1 4 1 1
## [3025] 1 1 5 1 1 1 1 10 1 4 1 1 1 1 5 4 5 1 1 4 1 1 1 8
## [3049] 4 10 1 1 5 1 1 4 1 1 1 5 1 4 4 1 1 13 8 6 4 1 1 1
## [3073] 1 3 13 1 5 1 10 5 1 10 4 5 4 1 1 1 1 13 1 1 1 1 1 1
## [3097] 5 5 3 5 1 1 1 1 1 4 1 12 3 1 10 1 5 4 1 1 1 1 1 1
## [3121] 1 1 4 5 1 1 1 1 1 1 4 8 1 8 4 1 1 1 1 1 1 1 6 5
## [3145] 5 4 1 1 1 4 1 1 1 1 4 1 13 6 4 1 1 10 1 4 1 1 1 1
## [3169] 1 13 1 8 1 1 1 1 1 1 13 1 1 1 1 1 10 1 5 1 13 1 5 1
## [3193] 10 1 4 1 1 1 1 1 5 1 1 1 1 1 1 8 5 1 4 1 12 1 1 1
## [3217] 1 1 4 5 5 1 1 1 1 6 1 1 1 6 6 1 1 1 8 5 1 1 1 1
## [3241] 1 1 10 10 1 1 1 1 1 10 1 5 1 1 1 4 1 1 4 1 1 1 7 4
## [3265] 3 5 1 6 12 8 1 5 1 1 1 5 1 4 1 1 10 1 1 1 1 4 1 6
## [3289] 4 1 1 5 1 4 1 1 1 1 8 4 5 1 1 4 1 1 1 1 1 5 5 1
## [3313] 8 1 1 1 1 1 10 4 5 5 5 5 1 6 1 5 4 10 1 5 1 1 1 13
## [3337] 13 1 1 8 1 6 1 10 13 1 1 10 1 5 1 1 1 4 1 10 1 1 1 4
## [3361] 4 1 1 5 1 4 4 1 5 1 1 5 1 1 5 1 1 1 1 4 4 8 1 4
## [3385] 1 11 1 1 1 1 1 1 1 13 5 4 1 3 5 1 4 4 10 1 1 1 5 1
## [3409] 1 1 1 10 1 8 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 4 4
## [3433] 1 1 8 1 1 1 1 1 1 4 4 1 1 6 4 1 1 1 1 1 1 4 1 10
## [3457] 1 4 1 4 1 5 5 1 1 10 5 1 1 8 1 1 1 4 1 1 1 4 1 1
## [3481] 1 1 1 3 1 1 5 13 1 1 1 5 1 1 1 1 1 4 13 1 1 3 1 1
## [3505] 6 1 4 4 1 1 5 5 4 1 1 1 1 1 5 5 1 1 3 1 13 4 1 7
## [3529] 6 1 10 1 3 1 1 1 1 1 1 10 13 1 13 5 10 1 5 1 1 4 5 4
## [3553] 5 1 13 1 5 4 1 1 4 1 1 10 1 4 5 1 1 1 4 1 1 1 1 5
## [3577] 1 1 1 1 13 1 3 1 1 4 4 1 1 5 8 10 1 1 4 3 5 1 4 1
## [3601] 1 1 4 1 1 1 1 8 1 1 5 1 4 1 1 1 1 5 10 10 1 4 4 4
## [3625] 4 1 1 1 1 5 4 5 5 1 8 1 1 1 1 4 1 4 13 1 3 6 1 1
## [3649] 4 10 1 1 1 1 1 8 8 1 1 1 6 1 5 1 6 1 1 1 6 3 8 8
## [3673] 1 1 4 13 4 1 1 1 1 5 4 1 13 1 4 1 1 1 13 4 1 4 4 1
## [3697] 8 1 1 8 8 1 1 1 4 5 1 13 1 5 1 5 3 12 1 1 1 1 4 1
## [3721] 4 3 4 1 12 8 1 1 1 1 1 10 1 1 1 1 1 4 1 1 1 11 1 6
## [3745] 4 6 1 1 1 5 5 1 5 4 1 4 1 1 1 5 1 4 8 1 1 1 1 8
## [3769] 1 1 1 1 1 1 1 1 1 10 1 3 4 1 1 1 13 1 1 1 1 1 4 1
## [3793] 1 5 1 10 1 1 8 4 1 4 1 10 1 10 1 1 8 1 5 1 1 1 4 1
## [3817] 1 1 1 4 10 6 5 1 4 1 1 4 4 13 4 1 5 1 1 1 1 1 1 1
## [3841] 1 1 1 4 1 1 5 4 1 1 1 1 1 1 1 1 1 3 1 1 5 1 1 10
## [3865] 1 10 1 5 1 1 5 1 1 1 6 1 1 1 8 1 4 1 8 1 4 1 1 1
## [3889] 8 4 1 1 1 1 1 1 1 8 1 5 5 4 4 4 4 4 1 1 1 1 1 1
## [3913] 10 13 5 1 8 10 1 13 1 1 4 10 1 5 1 1 5 8 1 1 1 1 1 1
## [3937] 12 1 1 5 1 1 13 1 1 1 13 1 13 1 1 1 1 1 7 1 1 4 1 5
## [3961] 4 1 3 6 1 1 1 10 1 1 1 1 5 1 1 5 1 1 1 1 1 1 4 4
## [3985] 1 1 1 1 1 1 4 4 1 1 5 13 8 1 1 1 1 1 4 10 1 1 13 1
## [4009] 6 1 1 1 4 1 6 5 1 4 6 1 1 5 1 1 1 7 1 1 5 1 5 1
## [4033] 1 5 1 1 1 1 1 5 5 7 3 1 4 1 1 1 1 1 10 1 1 1 1 10
## [4057] 1 1 1 4 1 1 1 8 1 1 1 5 1 8 1 1 1 1 1 1 1 1 1 5
## [4081] 13 1 1 1 1 1 1 1 1 3 4 1 5 10 1 13 1 7 1 1 10 4 3 1
## [4105] 1 13 1 6 6 1 1 4 4 1 1 1 1 1 3 1 1 1 1 5 1 1 10 8
## [4129] 1 1 1 10 1 1 1 4 4 1 1 1 4 5 1 4 1 13 1 1 4 13 1 8
## [4153] 1 4 13 1 1 6 1 1 1 1 1 5 1 1 1 1 1 1 7 4 1 6 4 4
## [4177] 1 5 8 1 1 1 1 1 6 5 1 4 1 8 1 1 5 1 1 1 1 1 4 8
## [4201] 4 1 1 1 8 1 1 1 8 5 13 1 4 1 1 1 5 1 8 10 8 4 1 1
## [4225] 1 1 1 3 1 1 8 4 1 1 5 4 4 1 1 13 1 3 1 5 13 3 1 1
## [4249] 1 4 1 1 13 13 1 1 10 13 1 1 1 12 1 4 5 1 1 5 1 1 13 1
## [4273] 8 1 1 1 5 1 10 4 5 1 4 5 5 1 4 1 4 5 5 1 1 4 4 4
## [4297] 1 1 13 4 5 1 1 1 1 1 1 10 1 1 4 7 1 1 1 4 1 7 13 1
## [4321] 5 11 1 8 6# check for outliers in Region
boxplot(unique_df$Region)
boxplot.stats(unique_df$Region)$out## [1] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [38] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [75] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [112] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [149] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [186] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [223] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [260] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [297] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [334] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [371] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [408] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [445] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
## [482] 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9# check for outliers in TrafficType
boxplot(unique_df$TrafficType)
boxplot.stats(unique_df$TrafficType)$out## [1] 8 8 9 8 10 11 12 8 11 9 8 8 8 10 8 9 11 10 9 11 9 13 8 9
## [25] 8 8 10 10 9 8 10 10 11 13 11 10 10 9 9 14 10 9 9 13 13 14 10 10
## [49] 10 10 8 8 8 10 13 10 8 10 10 10 8 10 8 13 8 13 8 10 9 15 10 8
## [73] 8 8 10 10 10 10 10 10 13 10 8 9 13 8 13 9 10 9 8 10 11 8 8 8
## [97] 9 11 8 11 10 9 8 13 8 8 10 10 10 10 13 8 11 8 9 10 8 10 10 10
## [121] 10 8 10 9 8 10 10 10 9 8 9 10 10 11 11 10 11 8 8 10 8 10 9 13
## [145] 10 10 10 9 10 10 10 11 11 8 10 10 10 10 9 10 8 13 9 9 10 9 10 10
## [169] 10 10 8 8 8 8 8 10 8 10 10 9 10 10 11 10 8 10 10 10 8 10 8 8
## [193] 8 10 10 10 10 8 11 10 8 10 9 10 13 8 10 10 8 10 10 8 8 10 8 11
## [217] 13 8 8 8 10 8 13 10 13 10 10 13 10 10 10 10 8 9 10 10 8 8 13 9
## [241] 10 11 10 10 13 8 8 10 8 8 8 10 9 11 11 10 8 9 13 10 9 10 10 13
## [265] 8 8 9 10 9 10 10 8 10 10 10 10 10 9 8 10 10 9 10 10 8 10 10 13
## [289] 8 8 10 10 11 10 10 8 13 9 8 10 8 9 10 9 10 15 10 10 10 8 10 13
## [313] 13 13 15 13 13 18 13 13 11 13 13 15 13 13 14 11 11 13 13 13 11 13 13 13
## [337] 13 13 13 13 15 13 11 15 13 13 13 13 11 13 11 13 11 13 11 15 19 13 13 13
## [361] 13 11 13 11 13 11 13 13 13 13 11 11 13 13 11 13 13 13 15 16 11 13 11 13
## [385] 13 13 15 11 13 13 13 17 13 13 13 13 14 18 19 18 19 13 13 11 11 14 11 13
## [409] 11 20 19 20 13 13 13 13 13 14 16 11 13 14 19 13 13 13 13 13 13 13 13 11
## [433] 11 13 11 13 13 13 15 13 13 13 13 11 13 13 13 11 11 13 11 13 13 13 11 13
## [457] 13 15 11 13 15 13 13 11 19 13 13 13 13 13 13 13 13 11 13 13 13 13 11 11
## [481] 13 11 13 11 13 13 15 13 13 13 13 13 13 11 13 13 13 13 13 13 13 13 11 13
## [505] 13 11 13 13 13 13 13 13 13 13 11 11 19 15 13 14 13 13 13 13 13 13 13 13
## [529] 18 13 13 13 11 13 13 20 13 18 13 15 13 13 13 13 13 13 13 18 11 13 19 13
## [553] 13 13 13 15 13 13 11 15 13 19 13 15 11 13 13 13 13 13 13 13 13 13 11 13
## [577] 13 13 13 13 13 13 13 13 20 11 13 13 11 13 13 13 20 13 11 13 11 13 13 19
## [601] 13 15 13 13 13 13 19 13 13 13 13 13 15 13 18 13 13 13 11 13 13 13 13 13
## [625] 19 13 13 11 19 11 18 13 13 13 13 11 13 13 20 15 11 13 13 13 19 19 11 13
## [649] 13 13 11 13 15 18 20 13 13 13 11 13 13 13 13 13 14 13 13 20 20 13 13 13
## [673] 13 11 13 13 11 11 13 13 13 13 13 11 11 13 13 13 13 13 13 19 13 13 13 15
## [697] 13 13 13 13 11 13 11 13 13 13 11 11 13 13 15 13 11 13 13 11 13 19 11 13
## [721] 11 13 20 13 11 20 11 13 13 13 14 13 13 13 13 13 13 13 14 13 18 13 13 13
## [745] 15 11 11 13 14 11 13 13 20 13 13 13 13 13 20 13 15 13 13 15 13 13 13 13
## [769] 11 13 13 13 13 13 11 13 20 13 13 13 13 20 20 20 13 11 13 20 13 13 13 13
## [793] 20 13 13 13 13 13 13 13 13 20 13 13 13 20 13 13 13 13 20 13 13 13 13 20
## [817] 13 13 13 13 13 13 13 13 13 13 13 20 20 20 11 20 13 20 20 20 13 20 13 13
## [841] 13 13 20 20 13 13 20 13 13 20 20 13 13 13 13 13 20 13 11 20 13 20 20 13
## [865] 20 13 13 20 13 13 13 11 20 20 14 13 20 13 20 13 13 13 11 13 13 20 20 20
## [889] 20 20 13 13 13 13 20 13 13 13 13 13 13 13 15 20 20 13 20 20 20 13 13 11
## [913] 20 13 13 20 20 20 13 13 13 13 13 13 20 20 13 13 13 13 13 20 20 13 13 13
## [937] 13 13 20 13 13 20 13 20 13 13 13 13 13 20 11 13 13 20 20 13 13 13 13 13
## [961] 20 13 20 20 13 13 13 20 20 13 13 20 13 13 13 13 20 11 20 13 13 13 13 13
## [985] 11 13 13 13 16 20 20 13 13 13 13 13 13 13 20 13 13 20 13 13 13 13 15 20
## [1009] 13 20 20 20 11 20 13 13 13 20 20 13 13 13 13 20 13 20 13 13 13 13 13 13
## [1033] 13 20 13 13 20 13 13 13 11 10 13 13 20 10 20 13 20 20 8 10 13 13 13 10
## [1057] 10 8 10 13 10 20 10 10 13 10 11 13 11 10 13 13 20 11 8 8 11 13 20 10
## [1081] 13 13 11 10 10 13 10 10 13 8 10 11 8 10 11 20 20 8 10 10 8 8 11 10
## [1105] 8 13 8 11 10 13 10 11 8 8 8 13 10 10 13 20 8 11 10 20 8 8 20 8
## [1129] 10 10 8 10 8 13 11 11 8 8 20 11 10 8 8 8 10 13 13 8 8 8 8 11
## [1153] 11 8 8 10 20 10 8 13 13 13 10 8 13 8 13 8 20 10 10 10 8 10 13 10
## [1177] 13 10 8 13 20 10 11 8 10 13 13 8 10 8 10 10 10 10 8 10 13 10 10 20
## [1201] 10 20 10 10 11 8 20 13 20 10 11 13 10 11 10 8 10 11 10 10 20 13 8 8
## [1225] 8 11 11 13 8 10 10 10 10 11 10 10 13 13 10 13 13 13 8 8 8 10 8 8
## [1249] 8 11 13 13 11 10 13 8 11 20 8 10 8 20 10 10 10 11 13 10 10 20 11 10
## [1273] 20 15 11 20 11 10 13 13 8 13 10 10 10 13 10 8 8 13 11 11 10 20 8 11
## [1297] 11 10 13 8 13 10 13 8 13 13 13 13 10 10 13 10 10 15 10 13 10 10 13 10
## [1321] 10 8 8 13 13 8 8 11 10 10 8 10 11 8 8 13 13 13 13 10 8 10 20 13
## [1345] 13 8 13 8 11 10 10 10 11 10 11 13 8 10 10 10 8 8 10 8 13 13 11 10
## [1369] 10 20 13 20 20 11 10 8 13 13 20 8 10 11 13 13 10 8 20 10 8 10 10 8
## [1393] 11 13 13 10 13 10 13 8 13 10 13 10 10 11 11 11 13 11 11 13 13 8 13 10
## [1417] 20 8 10 13 20 8 8 13 10 10 13 10 8 13 10 13 10 20 13 20 8 10 8 8
## [1441] 10 10 13 13 11 10 11 13 13 11 10 8 8 20 8 11 8 10 10 10 11 13 8 13
## [1465] 11 8 10 8 13 10 8 10 13 8 13 8 10 20 10 10 10 10 10 13 13 10 20 11
## [1489] 13 10 11 10 10 11 13 10 13 13 8 11 8 13 8 10 13 13 20 10 10 8 10 20
## [1513] 20 13 13 13 10 15 8 8 11 20 20 20 10 11 13 10 10 20 13 10 13 15 10 10
## [1537] 10 10 8 11 8 8 13 8 20 8 10 11 20 13 11 13 8 10 11 10 10 11 10 11
## [1561] 10 8 13 8 8 13 8 11 11 8 13 8 10 10 13 10 11 11 13 10 8 8 11 8
## [1585] 10 13 8 13 8 20 10 8 10 10 8 8 8 8 10 10 10 11 11 10 13 8 20 20
## [1609] 10 15 10 8 10 13 13 11 8 10 20 20 11 8 10 8 10 10 20 8 8 8 10 10
## [1633] 10 11 8 10 13 10 13 8 13 20 8 8 13 10 11 11 8 10 8 8 13 15 20 8
## [1657] 8 13 10 10 10 10 10 10 13 10 11 8 13 10 10 8 8 13 10 10 11 8 8 11
## [1681] 10 13 8 10 8 20 13 10 8 8 13 10 10 13 10 8 10 10 13 10 11 8 20 13
## [1705] 11 10 10 13 10 13 8 8 10 8 8 10 20 20 13 10 10 20 8 13 10 10 10 8
## [1729] 11 8 13 13 8 10 13 11 8 20 13 8 13 10 8 10 8 20 10 8 8 10 13 8
## [1753] 10 8 8 11 13 8 8 13 8 8 8 8 10 13 11 10 10 8 11 13 11 11 8 8
## [1777] 10 13 8 10 10 8 10 10 13 10 13 20 11 11 8 13 20 13 10 11 20 8 10 13
## [1801] 8 8 8 8 8 11 10 11 13 10 10 13 8 10 10 20 10 10 20 20 10 13 8 8
## [1825] 20 10 10 13 8 8 15 13 11 10 10 13 20 11 8 8 10 10 8 10 13 10 13 13
## [1849] 10 10 10 10 10 8 10 20 20 13 10 10 8 13 13 20 11 8 11 8 11 8 8 10
## [1873] 8 10 8 11 8 11 8 10 10 13 8 13 11 8 8 10 8 10 13 20 10 13 11 11
## [1897] 20 20 8 13 11 13 8 10 8 13 13 11 13 13 13 11 11 8 8 20 8 13 20 8
## [1921] 11 10 10 10 8 8 11 8 20 8 8 8 20 11 13 20 13 10 13 11 20 11 13 8
## [1945] 10 10 8 13 11 11 13 10 8 11 13 13 8 10 8 13 8 8 13 10 20 13 8 20
## [1969] 8 8 11 13 20 8 10 10 11 10 11 8 13 10 8 11 11 10 13 10 13 13 10 13
## [1993] 8 10 10 10 11 15 8 10 10 13 11 10 10 8 8 11 11 20 10 11 10 10 13 13
## [2017] 13 13 11 13 11 10 10 13 8 10 13 20 13 11 8 20 20 10 8 20 20 10 10 20
## [2041] 13 13 10 8 20 10 20 10 10 10 10 8 8 13 13 8 13 10 8 20 8 13 8 10
## [2065] 13 8 10 20 13 8 10 10 10 13 8 11 13 10 20 11 10 10 8 13 11Exploratory Data Analysis
Univariate Analysis
1.Measures of Central Tendency & Measures of Dispersion
# mean, median, Min, Max
summary(unique_df)## Administrative Administrative_Duration Informational
## Min. : 0.00 Min. : -1.00 Min. : 0.0000
## 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.0000
## Median : 1.00 Median : 9.00 Median : 0.0000
## Mean : 2.34 Mean : 81.68 Mean : 0.5088
## 3rd Qu.: 4.00 3rd Qu.: 94.60 3rd Qu.: 0.0000
## Max. :27.00 Max. :3398.75 Max. :24.0000
## Informational_Duration ProductRelated ProductRelated_Duration
## Min. : -1.00 Min. : 0.00 Min. : -1
## 1st Qu.: 0.00 1st Qu.: 8.00 1st Qu.: 194
## Median : 0.00 Median : 18.00 Median : 611
## Mean : 34.84 Mean : 32.06 Mean : 1208
## 3rd Qu.: 0.00 3rd Qu.: 38.00 3rd Qu.: 1476
## Max. :2549.38 Max. :705.00 Max. :63974
## BounceRates ExitRates PageValues SpecialDay
## Min. :0.000000 Min. :0.00000 Min. : 0.000 Min. :0.00000
## 1st Qu.:0.000000 1st Qu.:0.01426 1st Qu.: 0.000 1st Qu.:0.00000
## Median :0.002941 Median :0.02500 Median : 0.000 Median :0.00000
## Mean :0.020448 Mean :0.04150 Mean : 5.947 Mean :0.06191
## 3rd Qu.:0.016667 3rd Qu.:0.04847 3rd Qu.: 0.000 3rd Qu.:0.00000
## Max. :0.200000 Max. :0.20000 Max. :361.764 Max. :1.00000
## Month OperatingSystems Browser Region
## Length:12211 Min. :1.000 Min. : 1.000 Min. :1.000
## Class :character 1st Qu.:2.000 1st Qu.: 2.000 1st Qu.:1.000
## Mode :character Median :2.000 Median : 2.000 Median :3.000
## Mean :2.124 Mean : 2.358 Mean :3.153
## 3rd Qu.:3.000 3rd Qu.: 2.000 3rd Qu.:4.000
## Max. :8.000 Max. :13.000 Max. :9.000
## TrafficType VisitorType Weekend Revenue
## Min. : 1.000 Length:12211 Mode :logical Mode :logical
## 1st Qu.: 2.000 Class :character FALSE:9352 FALSE:10303
## Median : 2.000 Mode :character TRUE :2859 TRUE :1908
## Mean : 4.074
## 3rd Qu.: 4.000
## Max. :20.000# mode function
getmode <- function(v) {
uniqv <- unique(v)
uniqv[which.max(tabulate(match(v, uniqv)))]
}# mode of numerical columns
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionunique_df %>% summarize_if(is.numeric, getmode)## Administrative Administrative_Duration Informational Informational_Duration
## 1 0 0 0 0
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 1 0 0 0.2 0
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0 2 2 1 2# range of numerical columns
unique_df %>% summarize_if(is.numeric, range)## Administrative Administrative_Duration Informational Informational_Duration
## 1 0 -1.00 0 -1.000
## 2 27 3398.75 24 2549.375
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 0 -1.00 0.0 0.0 0.0000
## 2 705 63973.52 0.2 0.2 361.7637
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0 1 1 1 1
## 2 1 8 13 9 20# Quantile of numerical columns
unique_df %>% summarize_if(is.numeric, quantile)## Administrative Administrative_Duration Informational Informational_Duration
## 1 0 -1.00 0 -1.000
## 2 0 0.00 0 0.000
## 3 1 9.00 0 0.000
## 4 4 94.60 0 0.000
## 5 27 3398.75 24 2549.375
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 0 -1.00 0.000000000 0.00000000 0.0000
## 2 8 194.00 0.000000000 0.01425523 0.0000
## 3 18 611.00 0.002941176 0.02500000 0.0000
## 4 38 1476.40 0.016666667 0.04846603 0.0000
## 5 705 63973.52 0.200000000 0.20000000 361.7637
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0 1 1 1 1
## 2 0 2 2 1 2
## 3 0 2 2 3 2
## 4 0 3 2 4 4
## 5 1 8 13 9 20# Variance of numerical columns
unique_df %>% summarize_if(is.numeric, var)## Administrative Administrative_Duration Informational Informational_Duration
## 1 11.08367 31485.28 1.62611 19990.84
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 1987.286 3682499 0.002059364 0.0021367 347.8058
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0.03984889 0.822321 2.923958 5.768898 16.13342# Standard Deviation of numerical columns
unique_df %>% summarize_if(is.numeric, sd)## Administrative Administrative_Duration Informational Informational_Duration
## 1 3.329214 177.4409 1.27519 141.389
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 44.57899 1918.984 0.04538022 0.04622445 18.64955
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0.1996219 0.9068192 1.709958 2.401853 4.016643Univariate Graphical
Bar Chart
# Bar chart of Month
library(ggplot2)
library(scales)
plotdata <- unique_df %>%
count(Month) %>%
mutate(pct = n / sum(n),
pctlabel = paste0(round(pct*100), "%"))
# plot the bars as percentages,
# in decending order with bar labels
ggplot(plotdata,
aes(x = reorder(Month, -pct),
y = pct)) +
geom_bar(stat = "identity",
fill = "indianred3",
color = "black") +
geom_text(aes(label = pctlabel),
vjust = -0.25) +
scale_y_continuous(labels = percent) +
labs(x = "Month",
y = "Percent",
title = "Distribution by Month")
> From our barchart of Month distribution we can see that the month of May had the highest distribution at 27% and Feb had the lowest distribution at 1%.
# Bar Chart of VisitorType
plotdata <- unique_df %>%
count(VisitorType) %>%
mutate(pct = n / sum(n),
pctlabel = paste0(round(pct*100), "%"))
# plot the bars as percentages,
# in decending order with bar labels
ggplot(plotdata,
aes(x = reorder(VisitorType, -pct),
y = pct)) +
geom_bar(stat = "identity",
fill = "pink",
color = "black") +
geom_text(aes(label = pctlabel),
vjust = -0.25) +
scale_y_continuous(labels = percent) +
labs(x = "VisitorType",
y = "Percent",
title = "Distribution by VisitorType")
> From our barchart of visitor type we can see that the Returning Visitor had the highest distribution at 85% ,followed by New_Visitor at 14% and other had the lowest distribution at 1%.
Piechart
# create a pie chart of Weekend
plotdata <- unique_df %>%
count(Weekend) %>%
arrange(desc(Weekend)) %>%
mutate(prop = round(n*100/sum(n), 1),
lab.ypos = cumsum(prop) - 0.5*prop)
plotdata$label <- paste0(plotdata$Weekend, "\n",
round(plotdata$prop), "%")
ggplot(plotdata,
aes(x = "",
y = prop,
fill = Weekend)) +
geom_bar(width = 1,
stat = "identity",
color = "black") +
geom_text(aes(y = lab.ypos, label = label),
color = "black") +
coord_polar("y",
start = 0,
direction = -1) +
theme_void() +
theme(legend.position = "FALSE") +
labs(title = "Participants by Weekend")
> From our piechart of Weekend the boolean False had the higest distribution at 77%
# create a pie chart of Revenue
plotdata <- unique_df %>%
count(Revenue) %>%
arrange(desc(Revenue)) %>%
mutate(prop = round(n*100/sum(n), 1),
lab.ypos = cumsum(prop) - 0.5*prop)
plotdata$label <- paste0(plotdata$Revenue, "\n",
round(plotdata$prop), "%")
ggplot(plotdata,
aes(x = "",
y = prop,
fill = Revenue)) +
geom_bar(width = 1,
stat = "identity",
color = "black") +
geom_text(aes(y = lab.ypos, label = label),
color = "black") +
coord_polar("y",
start = 0,
direction = -1) +
theme_void() +
theme(legend.position = "FALSE") +
labs(title = "Participants by Revenue")
> From our piechart of Revenue the boolean False had the highest distribution at 84%.
Histogram
# Histogram of Administrative
ggplot(unique_df, aes(x = Administrative)) +
geom_histogram(fill = "purple",
color = "white",
bins = 20) +
labs(title="Participants by Administrative",
x = " Administrative")
> Histogram of Administrative
# Histogram of Administrative_Duration
ggplot(unique_df, aes(x = Administrative_Duration)) +
geom_histogram(fill = "violet",
color = "white",
bins = 30) +
labs(title="Distribution by Administrative_Duration",
x = " Administrative_Duration")
> Histogram of Administrative_Duration
# Histogram of Informational
ggplot(unique_df, aes(x = Informational)) +
geom_histogram(fill = "orange",
color = "white",
bins = 30) +
labs(title="Distribution by Informational",
x = " Informational")
> Histogram of Informational
# Histogram of Informational_Duration
ggplot(unique_df, aes(x = Informational_Duration)) +
geom_histogram(fill = "purple",
color = "white",
bins = 20) +
labs(title="Informational_Duration",
x = " Informational_Duration")
> Histogram of Informational_Duration
# Histogram of ProductRelated
ggplot(unique_df, aes(x = ProductRelated)) +
geom_histogram(fill = "maroon",
color = "white",
bins = 20) +
labs(title="ProductRelated",
x = "ProductRelated")
>Histogram of Product Related Distribution
# Histogram of ProductRelated_Duration
ggplot(unique_df, aes(x = ProductRelated_Duration)) +
geom_histogram(fill = "red",
color = "white",
bins = 30) +
labs(title="ProductRelated_Duration",
x = "ProductRelated_Duration")
> Histogram of Product Related Duration distribution.
# Histogram of BounceRates
ggplot(unique_df, aes(x = BounceRates)) +
geom_histogram(fill = "blue",
color = "white",
bins = 30) +
labs(title="BounceRates",
x = "BounceRates")
Histogram of Bounce Rates distribution
# Histogram of ExitRates
ggplot(unique_df, aes(x = ExitRates)) +
geom_histogram(fill = "green",
color = "white",
bins = 30) +
labs(title="ExitRates",
x = "ExitRates")
> Histogram of Exit Rates distribution.
# Histogram of PageValues
ggplot(unique_df, aes(x = PageValues)) +
geom_histogram(fill = "orange",
color = "white",
bins = 20) +
labs(title="Histogram of PageValues",
x = "PageValues")
> Histogram of Page values distribution.
Density Plot
# Create a kernel density plot of SpecialDay
ggplot(unique_df, aes(x = SpecialDay)) +
geom_density(fill = "purple") +
labs(title = "Density plot of SpecialDay")
>Histogram of Special Day distribution,
# Create a kernel density plot of OperatingSystems
ggplot(unique_df, aes(x = OperatingSystems)) +
geom_density(fill = "black") +
labs(title = "Density plot of OperatingSystems")
> Density plot of operating systems distribution
# Create a kernel density plot of Browser
ggplot(unique_df, aes(x = Browser)) +
geom_density(fill = "indianred3") +
labs(title = "Density plot of Browser")
> Density Plot of Browser distribution
# Density plot of Region
ggplot(unique_df, aes(x = Region)) +
geom_density(fill = "deepskyblue") +
labs(title = "Density plot of Region")
Density plot of Region distribution
# Density plot of TrafficType
ggplot(unique_df, aes(x = TrafficType)) +
geom_density(fill = "purple") +
labs(title = "Density plot of TrafficType")
> Density plot of Traffic Type distribution.
Bivariate Analysis
Grouped Bar Chart
# grouped bar chart of Month vs Visitor Type
ggplot(unique_df,
aes(x = Month,
fill = VisitorType)) +
geom_bar(position = position_dodge(preserve = "single")) +
labs(title = "Grouped bar chart of Month vs Visitor Type")
> From our grouped Bar Chart we can see that Returning vistor had the highest distribution in each month.
# Grouped bar chart of Visitor Type vs Weekend
ggplot(unique_df,
aes(x = VisitorType,
fill = Weekend)) +
geom_bar(position = position_dodge(preserve = "single")) +
labs(title = "Grouped bar chart of Visitor Type vs Weekend")
> From our visualization we can see that we had more visitors on weekdays compared to the weekends.
Scatterplot
# scatterplot of Administrative vs Administrative Duration with linear fit line
ggplot(unique_df,
aes(x = Administrative,
y = Administrative_Duration)) +
geom_point(color= "steelblue") +
geom_smooth(method = "lm",
formula = y ~ x,
color = "indianred3") +
labs(title = "Scatterplot of Administrative vs Administrative Duration with linear fit line")
> From our visualization administrative duration increases with the number of Administrative pages visited by the visitor.
# scatterplot of Informational vs Informational_Duration with linear fit line
ggplot(unique_df,
aes(x = Informational,
y = Informational_Duration)) +
geom_point(color= "black") +
geom_smooth(method = "lm",
formula = y ~ x,
color = "indianred3") +
labs(title = "Scatterplot of Informational vs Informational_Duration with linear fit line")
From our visualization Informational_Duration increases with the number of Informational pages visited by the visitor.
# scatterplot of ProductRelated vs ProductRelated_Duration with linear fit line
ggplot(unique_df,
aes(x = ProductRelated,
y = ProductRelated_Duration)) +
geom_point(color= "purple") +
geom_smooth(method = "lm",
formula = y ~ x,
color = "indianred3") +
labs(title = "Scatterplot of ProductRelated vs ProductRelated_Duration with linear fit line")
> From our visualization ProductRelated_Duration increases with the number of ProductRelated pages visited by the visitor.
Bar chart
# calculate the mean PageValues for each visitor type
plotdata <- unique_df %>%
group_by(VisitorType) %>%
summarize(mean_page_values = mean(PageValues))
# plot mean salaries
ggplot(plotdata,
aes(x = VisitorType,
y = mean_page_values)) +
geom_bar(stat = "identity",
fill = "darkblue")+
labs(title = "Mean PageValues for each visitor type")
> From our visualization the mean page value for other visitor type was higher compared to the rest of the visitor types
# calculate the mean TrafficType for each Month
plotdata <- unique_df %>%
group_by(Month) %>%
summarize(mean_traffic_type = mean(TrafficType))
# plot mean salaries
ggplot(plotdata,
aes(x = Month,
y = mean_traffic_type)) +
geom_bar(stat = "identity",
fill = "orange") +
labs(title = "Mean TrafficType for each Month")
> From our barchart the Months of May ,November and October had among the highest traffic types.
Strip plots
# distribution of bounce rates by visitor type
ggplot(unique_df,
aes(y = VisitorType,
x = BounceRates,
color = VisitorType )) +
geom_jitter() +
labs(title = "BounceRates distribution by VisitorType")
> From our visualization the Returning_Visitor had a higher bounce rates followed by the New_visitor.
# distribution of ExitRates distribution by VisitorType
ggplot(unique_df,
aes(y = VisitorType,
x = ExitRates,
color = VisitorType)) +
geom_jitter() +
labs(title = "ExitRates distribution by VisitorType")
> From our visualization the Returning visitor had a higher exit rates.
Multivariate
# plot TrafficType histograms by VisitorType
ggplot(unique_df, aes(x = TrafficType)) +
geom_histogram(fill = "red",
color = "white",
bins = 30) +
facet_wrap(~VisitorType, ncol = 1) +
labs(title = "TrafficType histograms by VisitorType")
> From our visualization the Returning Visitor had the highest traffic type count.
ggplot(unique_df,
aes(x = Month,
y = TrafficType,
color = VisitorType,
shape = Weekend)) +
geom_point(size = 3,
alpha = .6) +
labs(title = "Traffic Type by Visitor Type, Weekend, and Month")
> From our visualization the month of May , November and October had among the highest traffic type mostly from the Returning visitors during the weekends.
Solution Implementation
Preprocessing the dataset
df.new <- unique_df[, c(1,2,3,4,5,6,7,8,9,10,12,13,14,15)]
df.class <- unique_df[, "Revenue"]
head(df.new)## Administrative Administrative_Duration Informational Informational_Duration
## 1 0 0 0 0
## 2 0 0 0 0
## 3 0 -1 0 -1
## 4 0 0 0 0
## 5 0 0 0 0
## 6 0 0 0 0
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 1 0.000000 0.20000000 0.2000000 0
## 2 2 64.000000 0.00000000 0.1000000 0
## 3 1 -1.000000 0.20000000 0.2000000 0
## 4 2 2.666667 0.05000000 0.1400000 0
## 5 10 627.500000 0.02000000 0.0500000 0
## 6 19 154.216667 0.01578947 0.0245614 0
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0 1 1 1 1
## 2 0 2 2 1 2
## 3 0 4 1 9 3
## 4 0 3 2 2 4
## 5 0 3 3 1 4
## 6 0 2 2 1 3# view the class column
head(df.class)## [1] FALSE FALSE FALSE FALSE FALSE FALSE# normalize the dataset
normalize <- function(x){
return ((x-min(x)) / (max(x)-min(x)))
}
df.new$Administrative<- normalize(df.new$Administrative)
df.new$Administrative_Duration<- normalize(df.new$Administrative_Duration)
df.new$Informational<- normalize(df.new$Informational)
df.new$Informational_Duration<- normalize(df.new$Informational_Duration)
df.new$ProductRelated<- normalize(df.new$ProductRelated)
df.new$ProductRelated_Duration<- normalize(df.new$ProductRelated_Duration)
df.new$BounceRates<- normalize(df.new$BounceRates)
df.new$ExitRates<- normalize(df.new$ExitRates)
df.new$PageValues<- normalize(df.new$PageValues)
df.new$SpecialDay<- normalize(df.new$SpecialDay)
df.new$OperatingSystems<- normalize(df.new$OperatingSystems)
df.new$Browser<- normalize(df.new$Browser)
df.new$Region<- normalize(df.new$Region)
df.new$TrafficType<- normalize(df.new$TrafficType)
head(df.new)## Administrative Administrative_Duration Informational Informational_Duration
## 1 0 0.0002941393 0 0.0003920992
## 2 0 0.0002941393 0 0.0003920992
## 3 0 0.0000000000 0 0.0000000000
## 4 0 0.0002941393 0 0.0003920992
## 5 0 0.0002941393 0 0.0003920992
## 6 0 0.0002941393 0 0.0003920992
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 0.001418440 1.563122e-05 1.00000000 1.000000 0
## 2 0.002836879 1.016029e-03 0.00000000 0.500000 0
## 3 0.001418440 0.000000e+00 1.00000000 1.000000 0
## 4 0.002836879 5.731448e-05 0.25000000 0.700000 0
## 5 0.014184397 9.824223e-03 0.10000000 0.250000 0
## 6 0.026950355 2.426226e-03 0.07894737 0.122807 0
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0 0.0000000 0.00000000 0.000 0.00000000
## 2 0 0.1428571 0.08333333 0.000 0.05263158
## 3 0 0.4285714 0.00000000 1.000 0.10526316
## 4 0 0.2857143 0.08333333 0.125 0.15789474
## 5 0 0.2857143 0.16666667 0.000 0.15789474
## 6 0 0.1428571 0.08333333 0.000 0.10526316# applying the kMeans clustering algorithm
# no. of centroids(k)=2
set.seed(1234)
result<- kmeans(df.new, centers = 2, nstart = 25)
# Previewing the no. of records in each cluster
result$size ## [1] 941 11270# Getting the value of cluster center datapoint value(2 centers for k=2)
result$centers## Administrative Administrative_Duration Informational Informational_Duration
## 1 0.002400913 0.0008161922 0.0007527453 0.0004201003
## 2 0.093702762 0.0262823023 0.0229076004 0.0151898445
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 0.004853747 0.001082731 0.80597642 0.8849571 0.00000000
## 2 0.048864074 0.020377144 0.04348305 0.1509256 0.01781044
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0.12582359 0.1698801 0.1103436 0.2631509 0.2210974
## 2 0.05657498 0.1598301 0.1133762 0.2696207 0.1568393# Getting the cluster vector that shows the cluster where each record falls
result$cluster## 1 2 3 4 5 6 7 8 9 10 11 12 13
## 1 2 1 1 2 2 1 1 2 2 2 2 2
## 14 15 16 17 18 19 20 21 22 23 24 25 26
## 2 2 2 1 2 2 2 2 1 2 2 1 2
## 27 28 29 30 31 32 33 34 35 36 37 38 39
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 40 41 42 43 44 45 46 47 48 49 50 51 52
## 2 2 2 2 2 2 2 2 1 2 1 1 2
## 53 54 55 56 57 58 59 60 61 62 63 64 65
## 2 2 2 1 1 2 2 2 2 2 2 2 1
## 66 67 68 69 70 71 72 73 74 75 76 77 78
## 2 2 1 2 1 1 2 2 2 2 2 2 2
## 79 80 81 82 83 84 85 86 87 88 89 90 91
## 1 1 2 2 2 2 1 1 2 2 2 2 2
## 92 93 94 95 96 97 98 99 100 101 102 103 104
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 105 106 107 108 109 110 111 112 113 114 115 116 117
## 2 1 2 2 2 2 2 1 1 2 2 2 2
## 118 119 120 121 122 123 124 125 126 127 128 129 130
## 2 2 2 2 2 2 2 2 1 2 2 2 1
## 131 132 133 134 135 136 137 138 139 140 141 142 143
## 2 2 1 2 2 2 2 2 1 2 1 2 2
## 144 145 146 147 148 149 150 151 152 153 154 155 156
## 1 2 2 2 2 2 2 2 1 1 2 2 2
## 157 158 160 161 162 163 164 165 166 167 168 169 170
## 1 2 1 2 2 2 2 2 2 2 1 2 2
## 171 172 173 174 175 176 177 178 180 181 182 183 184
## 2 2 2 1 2 2 2 2 2 2 1 1 2
## 185 186 187 188 189 190 191 192 193 194 195 196 197
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 198 199 200 201 202 203 204 205 206 207 208 209 210
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 211 212 213 214 215 216 217 218 219 220 221 222 223
## 2 2 2 2 2 2 2 2 2 2 2 1 1
## 224 225 226 227 228 229 230 231 232 233 234 235 236
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 237 238 239 240 241 242 243 244 245 246 247 248 249
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 250 251 252 253 254 255 256 257 258 259 260 261 262
## 2 2 2 1 1 2 2 2 2 2 2 2 1
## 263 264 265 266 267 268 269 270 271 272 273 274 275
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 276 277 278 279 280 281 282 283 284 285 286 287 288
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 289 290 291 292 293 294 295 296 297 298 299 300 301
## 2 2 2 2 2 1 2 2 2 2 1 2 2
## 302 303 304 305 306 307 308 309 310 311 312 313 314
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 315 316 317 318 319 320 321 322 323 324 325 326 327
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 328 329 330 331 332 333 334 335 336 337 338 339 340
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 341 342 343 344 345 346 347 348 349 350 351 352 353
## 2 1 1 2 1 2 2 2 2 2 2 2 2
## 354 355 356 357 358 359 360 361 362 363 364 365 366
## 2 2 2 1 2 2 1 2 2 2 2 2 2
## 367 368 369 370 371 372 373 374 375 376 377 378 379
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 380 381 382 383 384 385 386 387 388 389 390 391 392
## 2 2 1 2 1 2 2 2 2 2 2 2 2
## 393 394 395 396 397 398 399 400 401 402 403 404 405
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 406 407 408 409 410 411 412 413 414 415 416 417 418
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 420 421 422 423 424 425 426 427 428 429 430 431 432
## 2 2 1 2 2 2 2 1 2 2 1 2 2
## 433 434 435 436 437 438 439 440 441 442 443 444 445
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 446 447 448 449 450 451 452 453 454 455 456 458 459
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 460 461 462 463 464 465 466 467 468 469 470 471 472
## 2 2 2 2 2 2 2 2 2 1 2 2 1
## 473 474 475 476 477 478 479 480 481 482 483 485 486
## 1 2 2 2 2 2 2 1 2 2 2 2 2
## 487 488 489 490 491 492 493 494 495 496 497 498 499
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 500 501 502 503 504 505 506 507 508 509 510 511 512
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 514 515 516 517 518 519 520 521 522 523 524 525 526
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 527 528 529 530 531 532 533 534 535 536 537 538 539
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 540 541 542 543 544 545 546 547 548 549 550 551 552
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 553 554 556 557 558 559 560 561 562 563 564 565 566
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 567 568 569 570 571 572 573 574 575 576 577 578 579
## 2 2 1 2 2 2 2 2 2 2 2 1 2
## 580 581 582 583 584 585 586 587 588 589 591 592 593
## 2 2 2 2 2 2 1 2 2 2 2 1 2
## 594 595 596 597 598 599 600 601 602 603 604 605 606
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 607 608 609 610 611 612 613 614 615 616 617 618 619
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 620 621 622 623 624 625 626 627 628 629 630 631 632
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 633 634 635 636 637 638 639 640 641 642 643 644 645
## 2 2 2 2 1 2 1 2 2 2 2 2 2
## 646 647 648 649 650 651 652 653 654 655 656 657 658
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 659 661 662 663 664 665 666 667 668 669 670 671 672
## 1 2 2 2 2 2 2 2 2 2 2 1 2
## 673 674 675 676 677 678 679 680 681 682 683 684 685
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 686 687 688 689 690 691 692 693 694 695 696 697 698
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 699 700 701 702 703 704 705 706 707 708 709 710 711
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 712 713 714 715 716 717 718 719 720 721 722 723 724
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 725 726 727 728 729 730 731 732 733 734 735 736 737
## 1 2 2 1 2 2 2 2 2 2 2 2 2
## 738 739 740 741 742 743 744 745 746 747 748 749 750
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 751 752 753 754 755 756 757 758 759 760 761 762 763
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 764 765 766 767 768 769 770 771 772 773 774 776 777
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 778 779 780 781 782 783 784 785 786 787 788 789 790
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 791 792 793 794 795 796 797 798 799 800 801 802 803
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 804 805 806 807 808 809 810 811 812 813 814 815 816
## 2 1 1 2 2 2 2 2 2 2 2 2 2
## 817 818 819 820 821 822 823 824 825 826 827 828 829
## 2 2 2 2 2 2 1 1 2 2 2 2 2
## 830 831 832 833 834 835 836 837 838 839 840 841 842
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 843 844 845 846 847 848 849 850 851 852 853 854 855
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 856 857 858 859 860 861 862 863 864 865 866 867 868
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 869 870 871 872 874 875 876 877 878 879 880 881 882
## 2 2 1 2 2 2 1 2 2 2 2 2 2
## 883 884 885 886 887 888 889 891 892 893 894 895 896
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 897 898 899 900 901 902 903 904 905 906 907 908 909
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 910 911 912 913 914 915 916 917 918 919 920 921 922
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 924 925 926 927 928 929 930 931 932 933 934 935 936
## 2 2 2 2 2 2 1 2 2 2 1 2 2
## 937 938 939 940 941 942 943 944 945 946 947 949 950
## 2 2 2 2 2 2 1 2 2 1 2 2 2
## 951 952 953 954 955 956 957 958 959 960 961 962 963
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 964 965 966 967 968 969 970 971 972 973 974 976 977
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 978 979 980 981 982 983 984 985 986 987 988 989 990
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029
## 2 2 2 2 2 2 1 1 2 2 2 2 2
## 1030 1031 1032 1033 1034 1036 1037 1038 1039 1040 1041 1042 1043
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056
## 2 2 2 2 1 2 2 2 2 2 2 2 1
## 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1121 1122
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 1136 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149
## 2 2 2 2 2 2 1 1 2 2 2 2 2
## 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162
## 2 2 2 2 2 1 1 2 2 2 2 2 2
## 1163 1164 1165 1166 1167 1168 1169 1170 1172 1173 1174 1175 1176
## 1 2 2 2 2 2 2 1 2 1 2 2 2
## 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1216 1217 1218
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244
## 2 2 2 2 2 1 2 2 1 2 2 2 2
## 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1284 1285 1286 1287 1288 1289 1290 1291 1293 1294 1295 1296 1297
## 2 2 1 2 2 2 1 2 2 2 2 1 2
## 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 1324 1325 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337
## 2 2 2 2 2 2 2 2 1 2 2 2 1
## 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1351 1352 1353 1354 1355 1356 1358 1359 1360 1361 1362 1363 1364
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 1365 1366 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 1379 1380 1381 1383 1384 1385 1386 1387 1388 1389 1390 1392 1393
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 1394 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407
## 2 2 1 2 2 2 1 2 2 2 2 2 2
## 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420
## 2 1 1 2 2 1 2 2 2 2 2 2 2
## 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1434 1435 1436 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1448 1449 1450 1451 1452 1453 1455 1456 1457 1458 1459 1460 1461
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513
## 2 1 1 2 2 2 2 2 2 2 2 2 2
## 1514 1515 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566
## 2 2 2 2 2 2 2 1 2 1 2 2 2
## 1567 1568 1569 1570 1571 1572 1573 1575 1576 1577 1578 1579 1580
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1607 1608 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620
## 2 2 2 1 2 2 1 2 2 2 2 2 2
## 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633
## 2 1 2 2 2 2 2 1 2 2 2 2 2
## 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1699
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738
## 1 2 2 2 1 2 2 2 2 2 2 2 2
## 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1777 1778
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1832 1833 1834 1835 1836 1837 1838 1839 1841 1842 1843 1844 1845
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1859 1860 1861 1862 1863 1864 1865 1866 1868 1869 1870 1871 1872
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898
## 2 1 2 2 1 2 2 2 2 2 2 1 2
## 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 1925 1927 1928 1929 1930 1931 1932 1933 1935 1936 1937 1938 1939
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1951 1952 1953
## 2 2 2 2 1 2 2 2 2 2 1 2 2
## 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 2032 2033 2034 2035 2036 2037 2038 2040 2041 2042 2043 2044 2045
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2059 2060
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073
## 2 1 2 2 2 2 2 2 1 2 2 2 2
## 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099
## 2 2 2 1 2 2 2 2 2 2 2 1 2
## 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112
## 2 2 2 1 2 1 2 1 2 2 2 2 2
## 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151
## 2 2 2 2 1 2 2 2 2 2 1 2 2
## 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164
## 1 2 2 2 1 2 2 2 2 2 2 2 1
## 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177
## 2 2 1 2 2 2 2 2 1 2 2 1 1
## 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190
## 1 2 2 2 2 1 2 2 2 2 2 2 1
## 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 2230 2231 2232 2233 2234 2235 2237 2238 2239 2240 2241 2242 2243
## 1 2 2 2 2 2 1 1 2 2 1 2 2
## 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269
## 2 2 2 2 2 2 2 1 2 2 2 2 1
## 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282
## 2 2 2 1 2 2 2 1 2 2 2 2 2
## 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295
## 1 1 2 1 2 2 2 2 2 2 2 1 2
## 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334
## 1 2 1 1 1 1 2 2 2 2 1 1 1
## 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347
## 2 2 2 2 2 1 2 2 2 1 2 2 2
## 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360
## 2 2 2 2 1 1 2 2 2 1 2 2 2
## 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386
## 2 2 2 2 1 2 2 1 2 2 2 2 2
## 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425
## 2 2 2 2 1 2 1 2 1 2 2 1 2
## 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438
## 2 2 2 2 2 1 2 2 1 2 1 2 2
## 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451
## 1 2 2 2 2 2 2 2 2 1 2 2 1
## 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529
## 2 2 1 2 1 1 2 2 2 2 2 2 1
## 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542
## 2 2 2 2 1 2 2 1 2 2 2 1 2
## 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555
## 2 2 1 2 2 2 2 1 2 2 2 2 1
## 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581
## 2 1 2 2 2 2 2 2 1 2 2 2 2
## 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620
## 2 2 2 2 2 2 2 2 1 2 2 2 1
## 2621 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2635 2636 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647
## 2 2 2 2 1 2 2 1 2 2 2 2 2
## 2648 2649 2650 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660
## 2 2 2 2 2 2 2 1 2 2 1 2 2
## 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 2673
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686
## 2 2 2 1 2 2 1 1 1 2 1 2 1
## 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699
## 1 2 1 2 2 2 2 2 2 2 2 2 2
## 2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712
## 2 2 2 1 2 1 2 2 1 2 2 2 2
## 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 2726 2727 2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 2739 2741 2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752
## 2 2 2 2 1 2 2 2 2 1 2 2 1
## 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762 2763 2764 2765
## 2 2 2 2 1 2 2 2 2 1 2 2 2
## 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776 2777 2778
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790 2791
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804
## 2 2 1 2 2 1 1 1 2 1 2 2 2
## 2805 2806 2807 2808 2809 2810 2811 2812 2813 2814 2815 2816 2817
## 2 2 2 2 2 2 2 2 1 2 1 1 2
## 2818 2819 2820 2821 2822 2823 2824 2825 2826 2827 2828 2829 2830
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 2831 2832 2833 2834 2835 2836 2837 2838 2839 2840 2841 2842 2843
## 1 2 1 2 2 2 2 2 2 2 2 2 2
## 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 2883 2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2896 2897 2898 2899 2900 2901 2902 2903 2904 2905 2906 2907 2908
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 2909 2910 2911 2912 2913 2914 2915 2916 2917 2918 2919 2920 2921
## 2 2 2 2 2 2 2 2 1 1 1 2 2
## 2922 2923 2924 2925 2926 2927 2928 2929 2930 2931 2932 2933 2934
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 2935 2936 2937 2938 2939 2940 2941 2942 2943 2944 2945 2946 2947
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2948 2949 2950 2951 2952 2953 2954 2955 2956 2957 2958 2959 2960
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 2961 2962 2963 2964 2965 2966 2967 2968 2969 2970 2971 2972 2973
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983 2984 2985 2986
## 2 2 2 1 2 2 1 2 1 2 2 2 2
## 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997 2998 2999
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012
## 2 2 2 2 2 1 2 2 1 2 2 2 2
## 3013 3014 3015 3016 3017 3018 3019 3020 3021 3022 3023 3024 3025
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3026 3027 3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3039 3040 3041 3042 3043 3044 3045 3046 3047 3048 3049 3050 3051
## 2 2 2 2 2 2 2 2 2 2 1 2 1
## 3052 3053 3054 3055 3056 3057 3058 3059 3060 3061 3062 3063 3064
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 3065 3066 3067 3068 3069 3070 3071 3072 3073 3074 3075 3076 3077
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 3078 3079 3080 3081 3082 3083 3084 3085 3086 3087 3088 3089 3090
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3091 3092 3093 3094 3095 3096 3097 3098 3099 3100 3101 3102 3103
## 1 2 2 2 2 2 2 2 2 2 1 1 2
## 3104 3105 3106 3107 3108 3109 3110 3111 3112 3113 3114 3115 3116
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3117 3118 3119 3120 3121 3122 3123 3124 3125 3126 3127 3128 3129
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3130 3131 3132 3133 3134 3135 3136 3137 3138 3139 3140 3141 3142
## 2 2 2 2 2 2 2 2 1 1 2 2 1
## 3143 3144 3145 3146 3147 3148 3149 3150 3151 3152 3153 3154 3155
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 3156 3157 3158 3159 3160 3161 3162 3163 3164 3165 3166 3167 3168
## 2 2 1 2 2 2 2 2 2 2 2 2 1
## 3169 3170 3171 3172 3173 3174 3175 3176 3177 3178 3179 3180 3181
## 2 2 1 2 2 1 2 2 2 2 2 2 2
## 3182 3183 3184 3185 3186 3187 3188 3189 3190 3191 3192 3193 3194
## 1 1 2 2 2 2 1 2 2 2 2 2 2
## 3195 3196 3197 3198 3199 3200 3201 3202 3203 3204 3205 3206 3207
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3208 3209 3210 3211 3212 3213 3214 3215 3216 3217 3218 3219 3220
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 3221 3222 3223 3224 3225 3226 3227 3228 3229 3230 3231 3233 3234
## 2 2 2 1 2 1 2 2 2 2 2 2 2
## 3235 3236 3237 3238 3239 3240 3241 3242 3243 3244 3245 3246 3247
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3248 3249 3250 3251 3252 3253 3254 3255 3256 3257 3258 3259 3260
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3261 3262 3263 3264 3265 3266 3267 3268 3269 3270 3271 3272 3274
## 2 2 2 2 2 1 2 2 2 1 1 2 2
## 3275 3276 3277 3278 3279 3280 3281 3283 3284 3285 3286 3287 3288
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 3289 3290 3291 3292 3293 3294 3295 3296 3297 3298 3299 3300 3301
## 1 2 2 2 2 2 2 1 2 2 2 2 2
## 3302 3303 3304 3305 3306 3307 3308 3309 3310 3311 3312 3313 3314
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3315 3316 3317 3318 3319 3320 3321 3322 3323 3324 3325 3326 3327
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 3328 3329 3330 3331 3332 3333 3334 3335 3336 3337 3338 3339 3340
## 2 2 2 1 1 2 2 2 2 2 2 2 2
## 3341 3342 3343 3344 3345 3346 3347 3348 3349 3350 3351 3352 3353
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 3354 3355 3356 3357 3358 3359 3360 3361 3362 3363 3364 3365 3366
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 3367 3368 3369 3370 3371 3372 3373 3374 3375 3376 3377 3378 3379
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 3380 3381 3382 3383 3384 3385 3386 3387 3388 3389 3390 3391 3392
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3393 3394 3395 3396 3397 3398 3399 3400 3401 3402 3403 3404 3405
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3406 3407 3408 3409 3410 3411 3412 3413 3414 3415 3416 3417 3418
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 3419 3420 3421 3422 3423 3424 3425 3426 3427 3428 3429 3430 3431
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3432 3433 3434 3435 3436 3437 3438 3439 3440 3441 3442 3443 3444
## 1 2 2 2 2 2 2 1 2 2 2 2 2
## 3445 3446 3447 3448 3449 3450 3451 3452 3453 3454 3455 3456 3457
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3458 3459 3460 3461 3462 3463 3464 3465 3466 3467 3468 3469 3470
## 2 2 2 2 1 1 2 2 1 2 2 2 2
## 3471 3472 3473 3474 3475 3476 3477 3478 3479 3480 3481 3482 3483
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 3484 3485 3486 3487 3488 3489 3490 3491 3492 3493 3494 3495 3496
## 2 2 1 2 2 2 2 1 2 2 2 2 2
## 3497 3498 3499 3500 3501 3502 3503 3504 3505 3506 3507 3508 3509
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3510 3511 3512 3513 3514 3515 3516 3517 3518 3519 3520 3521 3522
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3523 3524 3525 3526 3527 3528 3529 3530 3531 3532 3533 3534 3535
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 3536 3537 3538 3539 3540 3541 3542 3543 3544 3545 3546 3547 3548
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 3549 3550 3551 3552 3553 3554 3555 3556 3557 3558 3559 3560 3561
## 2 1 2 2 2 2 2 2 2 2 1 2 2
## 3562 3563 3564 3565 3566 3567 3568 3569 3570 3571 3572 3573 3574
## 2 2 2 2 2 1 2 2 1 2 2 2 2
## 3575 3576 3577 3579 3580 3581 3582 3583 3584 3585 3586 3587 3588
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3589 3590 3591 3592 3593 3594 3595 3596 3597 3598 3599 3600 3601
## 2 2 2 2 2 2 2 1 2 1 2 2 2
## 3602 3603 3604 3605 3606 3607 3608 3609 3610 3611 3612 3613 3614
## 2 2 2 2 1 1 2 1 2 2 2 2 2
## 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3628 3629 3630 3631 3632 3633 3634 3635 3636 3637 3638 3639 3640
## 2 2 2 2 1 2 2 2 2 2 1 2 2
## 3641 3642 3643 3644 3645 3646 3647 3648 3649 3650 3652 3653 3654
## 2 2 2 2 2 1 2 2 2 1 2 2 2
## 3655 3656 3657 3658 3659 3660 3661 3662 3663 3665 3666 3667 3668
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3669 3670 3671 3672 3673 3674 3675 3676 3677 3678 3679 3680 3681
## 2 2 1 1 1 2 2 2 2 1 2 2 2
## 3682 3683 3684 3685 3686 3687 3688 3689 3690 3691 3692 3693 3694
## 2 2 1 2 2 2 1 2 2 2 2 1 1
## 3695 3696 3697 3698 3699 3700 3701 3702 3703 3704 3705 3706 3707
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3708 3709 3710 3711 3712 3713 3714 3715 3716 3717 3718 3719 3720
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3721 3723 3724 3725 3726 3727 3728 3729 3730 3731 3732 3733 3734
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3735 3736 3737 3738 3739 3740 3741 3742 3743 3744 3745 3746 3747
## 2 2 2 2 2 2 2 2 2 1 2 2 1
## 3748 3749 3750 3751 3752 3753 3754 3755 3756 3757 3758 3759 3760
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 3761 3762 3763 3764 3765 3766 3767 3768 3769 3770 3771 3772 3773
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783 3784 3785 3786
## 2 2 1 2 2 2 2 2 2 2 1 2 1
## 3787 3788 3789 3790 3791 3792 3793 3794 3795 3796 3797 3798 3799
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3800 3801 3802 3803 3804 3805 3806 3807 3808 3809 3810 3811 3812
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3813 3814 3815 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 3826 3827 3828 3829 3830 3831 3832 3833 3834 3835 3836 3837 3838
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3839 3840 3841 3842 3843 3844 3845 3846 3847 3848 3849 3850 3851
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3852 3853 3854 3855 3856 3857 3858 3859 3860 3861 3862 3863 3864
## 1 2 2 1 2 2 2 2 2 2 2 2 2
## 3865 3866 3867 3868 3869 3870 3871 3872 3873 3874 3875 3876 3877
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 3878 3879 3880 3881 3882 3883 3884 3885 3886 3887 3888 3889 3890
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3891 3893 3894 3895 3896 3897 3898 3899 3900 3901 3902 3903 3904
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 3905 3906 3907 3908 3909 3910 3911 3912 3913 3914 3915 3916 3917
## 2 2 2 2 2 1 2 2 2 1 2 2 2
## 3918 3919 3920 3921 3922 3923 3924 3925 3926 3927 3928 3929 3930
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 3931 3932 3933 3934 3935 3936 3937 3938 3939 3940 3941 3942 3943
## 2 1 1 2 2 2 2 2 2 2 1 2 2
## 3944 3945 3946 3947 3948 3949 3950 3951 3952 3953 3954 3955 3956
## 2 2 2 2 2 1 2 2 2 2 2 1 2
## 3957 3958 3959 3960 3961 3962 3963 3964 3965 3966 3967 3968 3969
## 1 2 2 2 2 2 2 2 2 2 2 2 1
## 3970 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 3983 3984 3985 3986 3987 3988 3989 3990 3991 3992 3993 3994 3995
## 2 2 1 1 2 2 2 2 2 2 1 2 2
## 3996 3997 3998 3999 4000 4001 4002 4003 4004 4005 4006 4007 4008
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4009 4010 4011 4012 4013 4014 4015 4016 4017 4018 4019 4020 4021
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4022 4023 4024 4025 4026 4027 4028 4029 4030 4031 4032 4033 4034
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 4035 4036 4037 4038 4039 4040 4041 4042 4043 4044 4045 4046 4047
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 4048 4049 4050 4051 4052 4053 4054 4055 4056 4057 4058 4059 4060
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 4061 4062 4063 4064 4065 4066 4067 4068 4069 4070 4071 4072 4073
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083 4084 4085 4086
## 1 2 2 2 2 2 1 2 2 2 2 2 2
## 4087 4088 4089 4090 4091 4092 4093 4094 4095 4096 4097 4098 4099
## 2 2 1 2 2 2 2 2 1 2 2 2 2
## 4100 4101 4102 4103 4104 4105 4106 4107 4108 4109 4110 4111 4112
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4113 4114 4115 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4126 4127 4128 4129 4130 4131 4132 4133 4134 4135 4136 4137 4138
## 2 2 2 1 2 2 2 2 2 2 2 1 2
## 4139 4140 4141 4142 4143 4144 4145 4146 4147 4148 4149 4150 4151
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 4152 4153 4154 4155 4156 4157 4158 4159 4160 4161 4162 4163 4165
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 4166 4167 4168 4169 4170 4171 4172 4173 4174 4175 4176 4177 4178
## 2 2 1 2 2 1 2 2 2 2 2 1 2
## 4179 4180 4181 4182 4184 4185 4186 4187 4188 4189 4190 4191 4192
## 1 2 2 2 2 2 2 1 2 1 2 2 2
## 4193 4194 4195 4196 4197 4198 4199 4200 4201 4202 4203 4204 4205
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4206 4207 4208 4209 4210 4211 4212 4213 4214 4215 4216 4217 4218
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4219 4220 4221 4222 4223 4224 4225 4226 4227 4228 4229 4230 4231
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 4233 4234 4235 4236 4237 4238 4239 4240 4241 4242 4243 4244 4245
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 4246 4247 4248 4249 4250 4251 4252 4253 4254 4255 4256 4257 4258
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 4259 4260 4261 4262 4263 4264 4265 4266 4267 4268 4269 4270 4271
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 4272 4273 4274 4275 4276 4277 4278 4279 4280 4281 4282 4283 4284
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4285 4286 4287 4288 4289 4290 4291 4292 4293 4294 4295 4296 4297
## 2 2 2 2 2 2 2 1 2 2 1 2 2
## 4298 4299 4300 4301 4302 4303 4304 4305 4306 4307 4308 4309 4310
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 4311 4312 4313 4314 4315 4316 4317 4318 4319 4320 4321 4322 4323
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4324 4325 4326 4327 4328 4329 4330 4331 4332 4333 4334 4335 4336
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 4337 4338 4339 4340 4341 4342 4343 4345 4346 4347 4348 4349 4350
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 4351 4352 4353 4354 4355 4356 4357 4358 4359 4360 4361 4362 4363
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 4364 4365 4366 4367 4368 4369 4370 4371 4372 4373 4374 4376 4377
## 2 1 1 2 2 2 1 2 2 2 2 2 1
## 4378 4379 4380 4381 4382 4383 4384 4385 4386 4387 4388 4389 4390
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 4391 4392 4393 4394 4395 4396 4397 4398 4399 4400 4401 4402 4403
## 2 2 2 2 1 2 2 2 2 1 2 2 2
## 4405 4406 4407 4408 4409 4410 4411 4412 4413 4414 4415 4416 4417
## 2 1 2 2 2 1 2 2 2 2 2 2 2
## 4418 4419 4420 4421 4422 4423 4424 4425 4426 4428 4429 4430 4431
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4458 4459 4460 4461 4462 4463 4465 4466 4467 4468 4469 4470 4471
## 1 2 2 2 1 2 2 2 2 2 1 2 2
## 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 4485 4486 4487 4488 4489 4491 4492 4493 4494 4495 4496 4497 4498
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537
## 1 1 2 2 2 2 2 2 2 2 2 2 2
## 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 4551 4552 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629
## 2 2 2 1 2 2 2 2 2 1 2 2 2
## 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642
## 2 2 2 2 2 2 2 1 2 1 2 1 2
## 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681
## 2 2 2 2 1 1 2 2 2 2 2 2 2
## 4682 4683 4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 4695 4696 4697 4698 4699 4700 4701 4702 4703 4704 4705 4706 4707
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4708 4709 4710 4711 4712 4713 4714 4715 4716 4717 4718 4719 4720
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4721 4722 4723 4724 4725 4726 4727 4728 4729 4730 4731 4732 4733
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4734 4735 4736 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746
## 2 2 1 2 1 2 2 2 2 2 1 2 2
## 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 4757 4758 4759
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769 4770 4771 4772
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783 4784 4785
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797 4798
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 4799 4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 4812 4813 4814 4815 4816 4817 4819 4820 4821 4822 4823 4824 4825
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 4826 4827 4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4839 4840 4841 4842 4843 4844 4845 4846 4847 4848 4849 4850 4851
## 1 2 2 2 2 2 2 2 2 1 2 2 2
## 4852 4853 4854 4855 4856 4857 4858 4859 4860 4861 4862 4863 4864
## 2 2 2 2 2 2 2 2 2 2 1 1 2
## 4865 4866 4867 4868 4869 4870 4871 4872 4873 4874 4875 4876 4877
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 4878 4879 4880 4881 4882 4883 4885 4886 4887 4888 4889 4890 4891
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 4892 4893 4894 4895 4896 4897 4898 4899 4900 4901 4902 4903 4904
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 4905 4906 4907 4908 4909 4910 4911 4912 4913 4915 4916 4917 4918
## 2 2 2 2 2 1 2 2 2 2 1 2 2
## 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931
## 2 1 2 2 2 2 1 2 1 2 2 1 2
## 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941 4942 4943 4944
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955 4956 4957
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 4958 4959 4960 4961 4962 4963 4964 4965 4966 4967 4968 4969 4970
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 4971 4972 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983
## 2 2 1 1 2 2 2 2 1 2 2 2 2
## 4984 4985 4986 4987 4988 4989 4990 4991 4992 4993 4994 4995 4996
## 2 2 2 2 2 2 1 2 1 2 2 2 2
## 4997 4998 4999 5000 5001 5002 5003 5004 5005 5006 5007 5008 5009
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 5010 5011 5012 5013 5014 5015 5016 5017 5018 5019 5020 5021 5022
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 5023 5024 5025 5026 5027 5028 5029 5030 5031 5032 5033 5034 5035
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 5036 5037 5038 5040 5041 5042 5043 5045 5046 5047 5048 5049 5050
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5051 5052 5053 5054 5055 5056 5058 5059 5060 5061 5062 5063 5064
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5065 5066 5067 5068 5069 5070 5071 5072 5073 5074 5075 5076 5077
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5078 5079 5080 5081 5082 5083 5084 5085 5086 5087 5088 5089 5090
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5091 5092 5093 5094 5095 5096 5097 5098 5099 5100 5101 5102 5103
## 2 2 2 2 2 1 1 2 2 2 2 2 2
## 5104 5105 5106 5107 5108 5109 5110 5111 5112 5113 5114 5115 5116
## 2 2 2 2 1 2 1 2 2 2 2 2 2
## 5117 5118 5120 5121 5122 5123 5124 5125 5126 5127 5128 5129 5130
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5131 5132 5133 5134 5135 5136 5137 5138 5139 5140 5141 5142 5143
## 2 2 2 1 1 2 2 1 1 2 2 2 2
## 5144 5145 5146 5147 5148 5149 5150 5151 5152 5153 5154 5155 5156
## 2 2 2 2 1 2 2 2 2 2 2 2 1
## 5157 5158 5159 5160 5161 5162 5163 5164 5165 5166 5167 5168 5169
## 1 2 2 2 2 2 2 1 2 2 2 2 2
## 5170 5171 5172 5173 5174 5175 5176 5177 5178 5179 5180 5181 5182
## 2 1 2 2 2 2 1 2 1 2 2 2 2
## 5183 5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 5194 5195
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5196 5197 5198 5201 5202 5203 5204 5205 5206 5207 5208 5209 5210
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 5211 5212 5213 5214 5215 5216 5217 5218 5219 5220 5221 5222 5223
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5224 5225 5226 5227 5228 5229 5230 5231 5232 5233 5234 5235 5236
## 2 2 2 2 2 2 1 2 2 2 2 1 2
## 5237 5238 5239 5240 5241 5242 5243 5244 5245 5246 5247 5248 5249
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5250 5251 5252 5253 5254 5256 5257 5258 5259 5260 5261 5262 5263
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 5264 5265 5266 5267 5268 5269 5270 5271 5272 5273 5274 5275 5276
## 2 1 2 2 2 2 2 1 1 2 2 2 2
## 5278 5279 5280 5281 5282 5283 5284 5285 5286 5288 5289 5290 5291
## 2 2 1 2 2 1 2 2 2 2 2 2 1
## 5292 5293 5294 5295 5296 5297 5298 5299 5300 5301 5302 5303 5304
## 1 1 2 2 2 2 2 2 2 2 2 2 2
## 5305 5306 5307 5308 5309 5310 5311 5312 5313 5314 5315 5316 5317
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 5318 5319 5320 5321 5322 5323 5324 5325 5326 5327 5328 5329 5330
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 5331 5332 5333 5334 5335 5336 5337 5338 5339 5340 5341 5342 5343
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 5344 5345 5346 5347 5348 5349 5350 5351 5352 5353 5354 5355 5357
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5358 5359 5360 5361 5362 5363 5364 5365 5366 5367 5368 5369 5370
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 5371 5372 5373 5374 5375 5376 5377 5378 5379 5380 5381 5382 5383
## 2 2 1 2 2 2 2 1 1 1 2 2 2
## 5384 5385 5386 5387 5388 5389 5390 5391 5392 5393 5394 5395 5396
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 5397 5398 5399 5400 5401 5402 5403 5404 5405 5406 5407 5409 5410
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 5411 5412 5413 5414 5415 5416 5417 5418 5419 5420 5421 5422 5423
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 5424 5425 5426 5427 5428 5429 5430 5431 5432 5433 5434 5435 5436
## 2 2 2 2 2 2 1 1 2 1 2 2 2
## 5437 5438 5439 5440 5441 5442 5443 5444 5445 5446 5447 5448 5449
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5450 5451 5452 5453 5454 5455 5456 5457 5458 5459 5460 5461 5462
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 5463 5464 5465 5466 5467 5468 5469 5470 5471 5472 5473 5474 5475
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 5476 5477 5478 5479 5480 5481 5482 5483 5484 5485 5486 5487 5488
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 5489 5490 5491 5492 5493 5494 5495 5496 5497 5498 5499 5500 5501
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5502 5503 5504 5505 5506 5507 5508 5509 5510 5511 5512 5513 5514
## 1 2 2 1 2 2 2 2 2 2 2 2 2
## 5515 5516 5517 5518 5519 5520 5521 5522 5523 5524 5525 5526 5527
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5528 5529 5530 5531 5532 5533 5534 5535 5536 5537 5538 5539 5540
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5541 5542 5543 5544 5545 5546 5547 5548 5549 5550 5551 5552 5553
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5554 5555 5556 5557 5558 5559 5560 5561 5562 5563 5564 5565 5566
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 5567 5568 5569 5570 5571 5572 5573 5574 5575 5576 5577 5578 5579
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 5580 5581 5582 5583 5584 5585 5586 5587 5588 5589 5590 5591 5592
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5593 5594 5595 5596 5597 5598 5599 5600 5601 5602 5603 5604 5605
## 2 2 1 2 2 2 2 2 2 1 2 2 2
## 5606 5607 5608 5609 5610 5611 5612 5613 5614 5615 5616 5617 5618
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5619 5620 5621 5622 5623 5624 5625 5626 5627 5628 5629 5630 5631
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5632 5633 5634 5635 5636 5637 5638 5639 5640 5641 5642 5643 5644
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5645 5646 5647 5648 5649 5650 5651 5652 5653 5654 5655 5656 5657
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5658 5659 5660 5661 5662 5663 5664 5665 5666 5667 5668 5669 5670
## 1 2 2 2 2 2 2 2 2 2 2 2 1
## 5671 5672 5673 5674 5675 5676 5677 5678 5679 5680 5681 5682 5683
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5684 5685 5686 5687 5688 5689 5690 5691 5692 5693 5694 5695 5696
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 5697 5698 5699 5700 5701 5702 5703 5704 5705 5706 5707 5708 5709
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5710 5711 5712 5713 5714 5715 5716 5717 5718 5719 5720 5721 5722
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5723 5724 5725 5726 5727 5728 5729 5730 5731 5732 5733 5734 5735
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 5736 5737 5738 5739 5740 5741 5742 5743 5744 5745 5746 5747 5748
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5762 5763 5764 5765 5766 5767 5768 5769 5770 5771 5772 5773 5774
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5775 5776 5777 5778 5779 5780 5781 5782 5783 5784 5785 5786 5787
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5788 5789 5790 5791 5792 5793 5794 5795 5796 5797 5798 5799 5800
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5801 5802 5803 5804 5805 5806 5807 5808 5809 5810 5811 5812 5813
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 5814 5815 5816 5817 5818 5819 5820 5821 5822 5823 5824 5825 5826
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5827 5828 5829 5830 5831 5832 5833 5834 5835 5836 5837 5838 5839
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 5840 5841 5842 5843 5844 5845 5846 5847 5848 5849 5850 5851 5852
## 2 2 2 2 2 2 2 1 2 2 1 2 2
## 5853 5854 5855 5856 5857 5858 5859 5860 5861 5862 5863 5864 5865
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 5866 5867 5868 5869 5870 5871 5872 5873 5874 5875 5876 5877 5878
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5879 5880 5881 5882 5883 5884 5885 5886 5887 5888 5889 5890 5891
## 2 2 2 2 2 2 1 2 1 2 2 2 2
## 5892 5893 5894 5895 5896 5897 5898 5899 5900 5901 5902 5903 5904
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 5905 5906 5907 5908 5909 5910 5911 5912 5913 5914 5915 5916 5917
## 1 2 2 1 2 2 2 2 2 2 2 2 2
## 5918 5919 5920 5921 5922 5923 5924 5925 5926 5927 5928 5929 5930
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 5931 5932 5933 5934 5935 5936 5937 5938 5939 5940 5941 5942 5943
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 5944 5945 5946 5947 5948 5949 5950 5951 5952 5953 5954 5955 5956
## 2 2 2 2 2 2 1 2 2 2 2 2 1
## 5957 5958 5959 5960 5961 5962 5963 5964 5965 5966 5967 5968 5969
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5970 5971 5972 5973 5974 5975 5976 5977 5978 5979 5980 5981 5982
## 2 2 2 2 2 2 2 2 1 2 1 2 2
## 5983 5984 5985 5986 5987 5988 5989 5990 5991 5992 5993 5994 5995
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 5996 5997 5998 5999 6000 6001 6002 6003 6004 6005 6006 6007 6008
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 6009 6010 6011 6012 6013 6014 6015 6016 6017 6018 6019 6020 6021
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6022 6023 6024 6025 6026 6027 6028 6029 6030 6031 6032 6033 6034
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6035 6036 6037 6038 6039 6040 6041 6042 6043 6044 6045 6046 6047
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6048 6049 6050 6051 6052 6053 6054 6055 6056 6057 6058 6059 6060
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 6061 6062 6063 6064 6065 6066 6067 6068 6069 6070 6071 6072 6073
## 2 2 2 2 1 2 2 2 2 2 1 2 2
## 6074 6075 6076 6077 6078 6079 6080 6081 6082 6083 6084 6085 6086
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 6087 6088 6089 6090 6091 6092 6093 6094 6095 6096 6097 6098 6099
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 6100 6101 6102 6103 6104 6105 6106 6107 6108 6109 6110 6111 6112
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6113 6114 6115 6116 6117 6118 6119 6120 6121 6122 6123 6124 6125
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6126 6127 6128 6129 6130 6131 6132 6133 6134 6135 6136 6137 6138
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 6139 6140 6141 6142 6143 6144 6145 6146 6147 6148 6149 6150 6151
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 6152 6153 6154 6155 6156 6157 6158 6159 6160 6161 6162 6163 6164
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 6165 6166 6167 6168 6169 6170 6171 6172 6173 6174 6175 6176 6177
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 6178 6179 6180 6181 6182 6183 6184 6185 6186 6187 6188 6189 6190
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 6191 6192 6193 6194 6195 6196 6197 6198 6199 6200 6201 6202 6203
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6204 6205 6206 6207 6208 6209 6210 6211 6212 6213 6214 6215 6216
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6217 6218 6219 6220 6221 6222 6223 6224 6225 6226 6227 6228 6229
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6230 6231 6232 6233 6234 6235 6236 6237 6238 6239 6240 6241 6242
## 2 2 2 1 1 2 2 2 2 2 2 2 2
## 6243 6244 6245 6246 6247 6248 6249 6250 6251 6252 6253 6254 6255
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6256 6257 6258 6259 6260 6261 6262 6263 6264 6265 6266 6267 6268
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 6269 6270 6271 6272 6273 6274 6275 6276 6277 6278 6279 6280 6281
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 6282 6283 6284 6285 6286 6287 6288 6289 6290 6291 6292 6293 6294
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 6295 6296 6297 6298 6299 6300 6301 6302 6303 6304 6305 6306 6307
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6308 6309 6310 6311 6312 6313 6314 6315 6316 6317 6318 6319 6320
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 6321 6322 6323 6324 6325 6326 6327 6328 6329 6330 6331 6332 6333
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 6334 6335 6336 6337 6338 6339 6340 6341 6342 6343 6344 6345 6346
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 6347 6348 6349 6350 6351 6352 6353 6354 6355 6356 6357 6358 6359
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6360 6361 6362 6363 6364 6365 6366 6367 6368 6369 6370 6371 6372
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 6373 6374 6375 6376 6377 6378 6379 6380 6381 6382 6383 6384 6385
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 6386 6387 6388 6389 6390 6391 6392 6393 6394 6395 6396 6397 6398
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6399 6400 6401 6402 6403 6404 6405 6406 6407 6408 6409 6410 6411
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6412 6413 6414 6415 6416 6417 6418 6419 6420 6421 6422 6423 6424
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 6425 6426 6427 6428 6429 6430 6431 6432 6433 6434 6435 6436 6437
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 6438 6439 6440 6441 6442 6443 6444 6445 6446 6447 6448 6449 6450
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6451 6452 6453 6454 6455 6456 6457 6458 6459 6460 6461 6462 6463
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 6464 6465 6466 6467 6468 6469 6470 6471 6472 6473 6474 6475 6476
## 2 2 1 2 2 2 2 2 2 2 2 2 1
## 6477 6478 6479 6480 6481 6482 6483 6484 6485 6486 6487 6488 6489
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6490 6491 6492 6493 6494 6495 6496 6497 6498 6499 6500 6501 6502
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6503 6504 6505 6506 6507 6508 6509 6510 6511 6512 6513 6514 6515
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 6516 6517 6518 6519 6520 6521 6522 6523 6524 6525 6526 6527 6528
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 6529 6530 6531 6532 6533 6534 6535 6536 6537 6538 6539 6540 6541
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 6542 6543 6544 6545 6546 6547 6548 6549 6550 6551 6552 6553 6554
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6555 6556 6557 6558 6559 6560 6561 6562 6563 6564 6565 6566 6567
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6568 6569 6570 6571 6572 6573 6574 6575 6576 6577 6578 6579 6580
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 6581 6582 6583 6584 6585 6586 6587 6588 6589 6590 6591 6592 6593
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6594 6595 6596 6597 6598 6599 6600 6601 6602 6603 6604 6605 6606
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6607 6608 6609 6610 6611 6612 6613 6614 6615 6616 6617 6618 6619
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 6620 6621 6622 6623 6624 6625 6626 6627 6628 6629 6630 6631 6632
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 6633 6634 6635 6636 6637 6638 6639 6640 6641 6642 6643 6644 6645
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 6646 6647 6648 6649 6650 6651 6652 6653 6654 6655 6656 6657 6658
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 6659 6660 6661 6662 6663 6664 6665 6666 6667 6668 6669 6670 6671
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 6672 6673 6674 6675 6676 6677 6678 6679 6680 6681 6682 6683 6684
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6685 6686 6687 6688 6689 6690 6691 6692 6693 6694 6695 6696 6697
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 6698 6699 6700 6701 6702 6703 6704 6705 6706 6707 6708 6709 6710
## 2 2 2 1 2 1 2 2 2 2 2 2 2
## 6711 6712 6713 6714 6715 6716 6717 6718 6719 6720 6721 6722 6723
## 2 2 2 2 2 2 1 2 1 2 2 2 2
## 6724 6725 6726 6727 6728 6729 6730 6731 6732 6733 6734 6735 6736
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6737 6738 6739 6740 6741 6742 6743 6744 6745 6746 6747 6748 6749
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 6750 6751 6752 6753 6754 6755 6756 6757 6758 6759 6760 6761 6762
## 2 2 2 2 2 2 1 2 2 1 2 2 2
## 6763 6764 6765 6766 6767 6768 6769 6770 6771 6772 6773 6774 6775
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6776 6777 6778 6779 6780 6781 6782 6783 6784 6785 6786 6787 6788
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 6789 6790 6791 6792 6793 6794 6795 6796 6797 6798 6799 6800 6801
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 6802 6803 6804 6805 6806 6807 6808 6809 6810 6811 6812 6813 6814
## 1 2 2 2 2 2 2 2 2 1 2 2 1
## 6815 6816 6817 6818 6819 6820 6821 6822 6823 6824 6825 6826 6827
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6828 6829 6830 6831 6832 6833 6834 6835 6836 6837 6838 6839 6840
## 1 2 2 1 2 2 2 2 2 2 2 2 2
## 6841 6842 6843 6844 6845 6846 6847 6848 6849 6850 6851 6852 6853
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6854 6855 6856 6857 6858 6859 6860 6861 6862 6863 6864 6865 6866
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 6867 6868 6869 6870 6871 6872 6873 6874 6875 6876 6877 6878 6879
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6880 6881 6882 6883 6884 6885 6886 6887 6888 6889 6890 6891 6892
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6893 6894 6895 6896 6897 6898 6899 6900 6901 6902 6903 6904 6905
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6906 6907 6908 6909 6910 6911 6912 6913 6914 6915 6916 6917 6918
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6919 6920 6921 6922 6923 6924 6925 6926 6927 6928 6929 6931 6932
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 6933 6934 6935 6936 6937 6938 6939 6940 6941 6942 6943 6944 6945
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6946 6947 6948 6949 6950 6951 6952 6953 6954 6955 6956 6957 6958
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6959 6960 6961 6962 6963 6964 6965 6966 6967 6968 6969 6970 6971
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6972 6973 6974 6975 6976 6977 6978 6979 6980 6981 6982 6983 6984
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 6985 6986 6987 6988 6989 6990 6991 6992 6993 6994 6995 6996 6997
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 6998 6999 7000 7001 7002 7003 7004 7005 7006 7007 7008 7009 7010
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 7011 7012 7013 7014 7015 7016 7017 7018 7019 7020 7021 7022 7023
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7024 7025 7026 7027 7028 7029 7030 7031 7032 7033 7034 7035 7036
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7037 7038 7039 7040 7041 7042 7043 7044 7045 7046 7047 7048 7049
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 7050 7051 7052 7053 7054 7055 7056 7057 7058 7059 7060 7061 7062
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7063 7064 7065 7066 7067 7068 7069 7070 7071 7072 7073 7074 7075
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 7076 7077 7078 7079 7080 7081 7082 7083 7084 7085 7086 7087 7088
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7089 7090 7091 7092 7093 7094 7095 7096 7097 7098 7099 7100 7101
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7102 7103 7104 7105 7106 7107 7108 7109 7110 7111 7112 7113 7114
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 7115 7116 7117 7118 7119 7120 7121 7122 7123 7124 7125 7126 7127
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7128 7129 7130 7131 7132 7133 7134 7135 7136 7137 7138 7139 7140
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7141 7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7153 7154
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 7155 7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 7168 7169 7170 7171 7172 7173 7174 7175 7176 7177 7178 7179 7180
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7181 7182 7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 7194 7195 7196 7197 7198 7199 7200 7201 7202 7203 7204 7205 7206
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7207 7208 7209 7210 7211 7212 7213 7214 7215 7216 7217 7218 7219
## 2 2 2 2 1 2 1 2 2 2 2 2 2
## 7220 7221 7222 7223 7224 7225 7226 7227 7228 7229 7230 7231 7232
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7233 7234 7235 7236 7237 7238 7239 7240 7241 7242 7243 7244 7245
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7246 7247 7248 7249 7250 7251 7252 7253 7254 7255 7256 7257 7258
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7259 7260 7261 7262 7263 7264 7265 7266 7267 7268 7269 7270 7271
## 2 2 2 2 2 2 2 1 1 2 2 2 2
## 7272 7273 7274 7275 7276 7277 7278 7279 7280 7281 7282 7283 7284
## 2 2 2 2 1 1 2 2 2 2 2 2 2
## 7285 7286 7287 7288 7289 7290 7291 7292 7293 7294 7295 7296 7297
## 2 1 2 2 1 2 2 2 2 2 2 2 2
## 7298 7299 7300 7301 7302 7303 7304 7305 7306 7307 7308 7309 7310
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7311 7312 7313 7314 7315 7316 7317 7318 7319 7320 7321 7322 7323
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 7324 7325 7326 7327 7328 7329 7330 7331 7332 7333 7334 7335 7336
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7337 7338 7339 7340 7341 7342 7343 7344 7345 7346 7347 7348 7349
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 7350 7351 7352 7353 7354 7355 7356 7357 7358 7359 7360 7361 7362
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 7363 7364 7365 7366 7367 7368 7369 7370 7371 7372 7373 7374 7375
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7376 7377 7378 7379 7380 7381 7382 7383 7384 7385 7386 7387 7388
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 7389 7390 7391 7392 7393 7394 7395 7396 7397 7398 7399 7400 7401
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7402 7403 7404 7405 7406 7407 7408 7409 7410 7411 7412 7413 7414
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 7415 7416 7417 7418 7419 7420 7421 7422 7423 7424 7425 7426 7427
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7428 7429 7430 7431 7432 7433 7434 7435 7436 7437 7438 7439 7440
## 2 2 1 2 2 2 2 2 1 2 2 2 2
## 7441 7442 7443 7444 7445 7446 7447 7448 7449 7450 7451 7452 7453
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 7454 7455 7456 7457 7458 7459 7460 7461 7462 7463 7464 7465 7466
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 7467 7468 7469 7470 7471 7472 7473 7474 7475 7476 7477 7478 7479
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 7480 7481 7482 7483 7484 7485 7486 7487 7488 7489 7490 7491 7492
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 7493 7494 7495 7496 7497 7498 7499 7500 7501 7502 7503 7504 7505
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7506 7507 7508 7509 7510 7511 7512 7513 7514 7515 7516 7517 7518
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7519 7520 7521 7522 7523 7524 7525 7526 7527 7528 7529 7530 7531
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7532 7533 7534 7535 7536 7537 7538 7539 7540 7541 7542 7543 7544
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7545 7546 7547 7548 7549 7550 7551 7552 7553 7554 7555 7556 7557
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 7558 7559 7560 7561 7562 7563 7564 7565 7566 7567 7568 7569 7570
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 7571 7572 7573 7574 7575 7576 7577 7578 7579 7580 7581 7582 7583
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7584 7585 7586 7587 7588 7589 7590 7591 7592 7593 7594 7595 7596
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7597 7598 7599 7600 7601 7602 7603 7604 7605 7606 7607 7608 7609
## 2 2 2 2 1 1 1 2 2 2 2 2 2
## 7610 7611 7612 7613 7614 7615 7616 7617 7618 7619 7620 7621 7622
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7623 7624 7625 7626 7627 7628 7629 7630 7631 7632 7633 7634 7635
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7637 7638 7639 7640 7641 7642 7643 7644 7645 7646 7647 7648 7649
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 7650 7651 7652 7653 7654 7655 7656 7657 7658 7659 7660 7661 7662
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7663 7664 7665 7666 7667 7668 7669 7670 7671 7672 7673 7674 7675
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 7676 7677 7678 7679 7680 7681 7682 7683 7684 7685 7686 7687 7688
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 7689 7690 7691 7692 7693 7694 7695 7696 7697 7698 7699 7700 7701
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7702 7703 7704 7705 7706 7707 7708 7709 7710 7711 7712 7713 7714
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 7715 7716 7717 7718 7719 7720 7721 7722 7723 7724 7725 7726 7727
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 7728 7729 7730 7731 7732 7733 7734 7735 7736 7737 7738 7739 7740
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 7741 7742 7743 7744 7745 7746 7747 7748 7749 7750 7751 7752 7753
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 7754 7755 7756 7757 7758 7759 7760 7761 7762 7763 7764 7765 7766
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 7767 7768 7769 7770 7771 7772 7773 7774 7775 7776 7777 7778 7779
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 7780 7781 7782 7783 7784 7785 7786 7787 7788 7789 7790 7791 7792
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7793 7794 7795 7796 7797 7798 7799 7800 7801 7802 7803 7804 7805
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7806 7807 7808 7809 7810 7811 7812 7813 7814 7815 7816 7817 7818
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 7819 7820 7821 7822 7823 7824 7825 7826 7827 7828 7829 7830 7831
## 2 2 2 2 2 1 2 2 1 1 2 2 2
## 7832 7833 7834 7835 7836 7837 7838 7839 7840 7841 7842 7843 7844
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 7845 7846 7847 7848 7849 7850 7851 7852 7853 7854 7855 7856 7857
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 7858 7859 7860 7861 7862 7863 7864 7865 7866 7867 7868 7869 7870
## 2 2 2 2 2 2 1 2 1 2 2 2 2
## 7871 7872 7873 7874 7875 7876 7877 7878 7879 7880 7881 7882 7883
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 7884 7885 7886 7887 7888 7889 7890 7891 7892 7893 7894 7895 7896
## 2 2 1 1 2 2 1 2 2 2 2 2 2
## 7897 7898 7899 7900 7901 7902 7903 7904 7905 7906 7907 7908 7909
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7910 7911 7912 7913 7914 7915 7916 7917 7918 7919 7920 7921 7922
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 7923 7924 7925 7926 7927 7928 7929 7930 7931 7932 7933 7934 7935
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 7936 7937 7938 7939 7940 7941 7942 7943 7944 7945 7946 7947 7948
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 7949 7950 7951 7952 7953 7954 7955 7956 7957 7958 7959 7960 7961
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 7962 7963 7964 7965 7966 7967 7968 7969 7970 7971 7972 7973 7974
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 7975 7976 7977 7978 7979 7980 7981 7982 7983 7984 7985 7986 7987
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 7988 7989 7990 7991 7992 7993 7994 7995 7996 7997 7998 7999 8000
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 8001 8002 8003 8004 8005 8006 8007 8008 8009 8010 8011 8012 8013
## 2 1 2 2 2 2 2 2 2 2 2 1 2
## 8014 8015 8016 8017 8018 8019 8020 8021 8022 8023 8024 8025 8026
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 8027 8028 8029 8030 8031 8032 8033 8034 8035 8036 8037 8038 8039
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8040 8041 8042 8043 8044 8045 8046 8047 8048 8049 8050 8051 8052
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 8053 8054 8055 8056 8057 8058 8059 8060 8061 8062 8063 8064 8065
## 1 2 2 2 2 2 2 2 2 2 2 2 1
## 8066 8067 8068 8069 8070 8071 8072 8073 8074 8075 8076 8077 8078
## 2 2 1 2 1 2 2 2 2 1 2 2 2
## 8079 8080 8081 8082 8083 8084 8085 8086 8087 8088 8089 8090 8091
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 8092 8093 8094 8095 8096 8097 8098 8099 8100 8101 8102 8103 8104
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8105 8106 8107 8108 8109 8110 8111 8112 8113 8114 8115 8116 8117
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 8118 8119 8120 8121 8122 8123 8124 8125 8126 8127 8128 8129 8130
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8131 8132 8133 8134 8135 8136 8137 8138 8139 8140 8141 8142 8143
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 8144 8145 8146 8147 8148 8149 8150 8151 8152 8153 8154 8155 8156
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 8157 8158 8159 8160 8161 8162 8163 8164 8165 8166 8167 8168 8169
## 2 2 2 2 2 2 1 2 2 2 1 2 2
## 8170 8171 8172 8173 8174 8175 8176 8177 8178 8179 8180 8181 8182
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8183 8184 8185 8186 8187 8188 8189 8190 8191 8192 8193 8194 8195
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 8196 8197 8198 8199 8200 8201 8202 8203 8204 8205 8206 8207 8208
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 8209 8210 8211 8212 8213 8214 8215 8216 8217 8218 8219 8220 8221
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8222 8223 8224 8225 8226 8227 8228 8229 8230 8231 8232 8233 8234
## 1 2 2 1 2 2 1 2 2 2 2 2 2
## 8235 8236 8237 8238 8239 8240 8241 8242 8243 8244 8245 8246 8247
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 8248 8249 8250 8251 8252 8253 8254 8255 8256 8257 8258 8259 8260
## 1 2 1 2 2 2 2 2 2 2 2 2 2
## 8261 8262 8263 8264 8265 8266 8267 8268 8269 8270 8271 8272 8273
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8274 8275 8276 8277 8278 8279 8280 8281 8282 8283 8284 8285 8286
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8287 8288 8289 8290 8291 8292 8293 8294 8295 8296 8297 8298 8299
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8300 8301 8302 8303 8304 8305 8306 8307 8308 8309 8310 8311 8312
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 8313 8314 8315 8316 8317 8318 8319 8320 8321 8322 8323 8324 8325
## 2 2 2 1 1 2 1 2 2 2 2 2 2
## 8326 8327 8328 8329 8330 8331 8332 8333 8334 8335 8336 8337 8338
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8339 8340 8341 8342 8343 8344 8345 8346 8347 8348 8349 8350 8351
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8352 8353 8354 8355 8356 8357 8358 8359 8360 8361 8362 8363 8364
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8365 8366 8367 8368 8369 8370 8371 8372 8373 8374 8375 8376 8377
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 8378 8379 8380 8381 8382 8383 8384 8385 8386 8387 8388 8389 8390
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8391 8392 8393 8394 8395 8396 8397 8398 8399 8400 8401 8402 8403
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8404 8405 8406 8407 8408 8409 8410 8411 8412 8413 8414 8415 8416
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8417 8418 8419 8420 8421 8422 8423 8424 8425 8426 8427 8428 8429
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8430 8431 8432 8433 8434 8435 8436 8437 8438 8439 8440 8441 8442
## 2 1 2 2 2 1 2 2 2 2 2 2 2
## 8443 8444 8445 8446 8447 8448 8449 8450 8451 8452 8453 8454 8455
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8456 8457 8458 8459 8460 8461 8462 8463 8464 8465 8466 8467 8468
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 8469 8470 8471 8472 8473 8474 8475 8476 8477 8478 8479 8480 8481
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8482 8483 8484 8485 8486 8487 8488 8489 8490 8491 8492 8493 8494
## 2 2 2 1 2 2 2 2 2 2 1 2 2
## 8495 8496 8497 8498 8499 8500 8501 8502 8503 8504 8505 8506 8507
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8508 8509 8510 8511 8512 8513 8514 8515 8516 8517 8518 8519 8520
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 8521 8522 8523 8524 8525 8526 8527 8528 8529 8530 8531 8532 8533
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 8534 8535 8536 8537 8538 8539 8540 8541 8542 8543 8544 8546 8547
## 2 2 2 1 2 2 2 2 1 2 2 2 2
## 8548 8549 8550 8551 8552 8553 8554 8555 8556 8557 8558 8559 8560
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 8561 8562 8563 8564 8565 8566 8567 8568 8569 8570 8571 8572 8573
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8574 8575 8576 8577 8578 8579 8580 8581 8582 8583 8584 8585 8586
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8587 8588 8589 8590 8591 8592 8593 8594 8595 8596 8597 8598 8599
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8600 8601 8602 8603 8604 8605 8606 8607 8608 8609 8610 8611 8612
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8613 8614 8615 8616 8617 8618 8619 8620 8621 8622 8623 8624 8625
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8626 8627 8628 8629 8630 8631 8632 8633 8634 8635 8636 8637 8638
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 8639 8640 8641 8642 8643 8644 8645 8646 8647 8648 8649 8650 8651
## 2 2 2 1 2 1 2 2 2 2 2 2 1
## 8652 8653 8654 8655 8656 8657 8658 8659 8660 8661 8662 8663 8664
## 1 2 2 1 2 1 2 2 2 2 1 2 2
## 8665 8666 8667 8668 8669 8670 8671 8672 8673 8674 8675 8676 8677
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 8678 8679 8680 8681 8682 8683 8684 8685 8686 8687 8688 8689 8690
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 8691 8692 8693 8694 8695 8696 8697 8698 8699 8700 8701 8702 8703
## 2 2 2 1 2 2 2 2 2 2 1 2 2
## 8704 8705 8706 8707 8708 8709 8710 8711 8712 8713 8714 8715 8716
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8717 8718 8719 8720 8721 8722 8723 8724 8725 8726 8727 8728 8729
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8730 8731 8732 8733 8734 8735 8736 8737 8738 8739 8740 8741 8742
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 8743 8744 8745 8746 8747 8748 8749 8750 8751 8752 8753 8754 8755
## 1 2 1 2 2 2 2 2 2 2 1 1 2
## 8756 8757 8758 8759 8760 8761 8762 8763 8764 8765 8766 8767 8768
## 2 2 2 2 1 2 2 2 2 2 2 1 1
## 8769 8770 8771 8772 8773 8774 8775 8776 8777 8778 8779 8780 8781
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8782 8783 8784 8785 8786 8787 8788 8789 8790 8791 8792 8793 8794
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 8795 8796 8797 8798 8799 8800 8801 8802 8803 8804 8805 8806 8807
## 2 2 1 2 2 2 2 1 2 2 2 2 2
## 8808 8809 8810 8811 8812 8813 8814 8815 8816 8817 8818 8819 8820
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8821 8822 8823 8824 8825 8826 8827 8828 8829 8830 8831 8832 8833
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 8834 8835 8836 8837 8838 8839 8840 8841 8842 8843 8844 8845 8846
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8847 8848 8849 8850 8851 8852 8853 8854 8855 8856 8857 8858 8859
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 8860 8861 8862 8863 8864 8865 8866 8867 8868 8869 8870 8871 8872
## 2 2 2 2 2 2 1 2 2 1 2 2 2
## 8873 8874 8875 8876 8877 8878 8879 8880 8881 8882 8883 8884 8885
## 2 1 2 2 2 2 2 2 2 1 1 2 2
## 8886 8887 8888 8889 8890 8891 8892 8893 8894 8895 8896 8897 8898
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8899 8900 8901 8902 8903 8904 8905 8906 8907 8908 8909 8910 8911
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 8912 8913 8914 8915 8916 8917 8918 8919 8920 8921 8922 8923 8924
## 2 1 2 1 2 2 2 2 2 2 2 2 2
## 8925 8926 8927 8928 8929 8930 8931 8932 8933 8934 8935 8936 8937
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8938 8939 8940 8941 8942 8943 8944 8945 8946 8947 8948 8949 8950
## 2 1 2 2 2 2 1 2 2 2 2 2 2
## 8951 8952 8953 8954 8955 8956 8957 8958 8959 8960 8961 8962 8963
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 8964 8965 8966 8967 8968 8969 8970 8971 8972 8973 8974 8975 8976
## 2 2 2 2 1 2 2 1 1 2 2 2 2
## 8977 8978 8979 8980 8981 8982 8983 8984 8985 8986 8987 8988 8989
## 2 2 1 1 2 2 2 2 2 2 2 2 2
## 8990 8991 8992 8993 8994 8995 8996 8997 8998 8999 9000 9001 9002
## 2 2 2 1 2 2 2 2 2 2 2 1 2
## 9003 9004 9005 9006 9007 9008 9009 9010 9011 9012 9013 9014 9015
## 1 2 2 2 2 1 2 2 2 2 2 2 2
## 9016 9017 9018 9019 9020 9021 9022 9023 9024 9025 9026 9027 9028
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9029 9030 9031 9032 9033 9034 9035 9036 9037 9038 9039 9040 9041
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9042 9043 9044 9045 9046 9047 9048 9049 9050 9051 9052 9053 9054
## 2 2 2 2 2 1 2 2 1 2 2 2 2
## 9055 9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067
## 2 1 2 2 2 2 1 2 2 2 2 2 2
## 9068 9069 9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9081 9082 9083 9084 9085 9086 9087 9088 9089 9090 9091 9092 9093
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9094 9095 9096 9097 9098 9099 9100 9101 9102 9103 9104 9105 9106
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9107 9108 9109 9110 9111 9112 9113 9114 9115 9116 9117 9118 9119
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9120 9121 9122 9123 9124 9125 9126 9127 9128 9129 9130 9131 9132
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 9133 9134 9135 9136 9137 9138 9139 9140 9141 9142 9143 9144 9145
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155 9156 9157 9158
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169 9170 9171
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183 9184
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 9198 9199 9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9211 9212 9213 9214 9215 9216 9217 9218 9219 9220 9221 9222 9223
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 9224 9225 9226 9227 9228 9229 9230 9231 9232 9233 9234 9235 9236
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9237 9238 9239 9240 9241 9242 9243 9244 9245 9246 9247 9248 9249
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 9302 9303 9304 9305 9306 9308 9309 9310 9311 9312 9313 9314 9315
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354
## 2 1 2 2 1 2 2 2 2 2 2 2 2
## 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419
## 1 2 2 2 2 2 2 2 2 2 1 2 2
## 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471
## 2 1 2 2 2 2 1 2 2 2 2 2 2
## 9472 9473 9474 9475 9476 9477 9478 9479 9480 9481 9482 9483 9484
## 2 2 1 2 2 2 2 2 2 2 2 1 2
## 9485 9486 9487 9488 9489 9490 9491 9492 9493 9494 9496 9497 9498
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9499 9500 9501 9502 9503 9504 9505 9506 9507 9508 9509 9510 9511
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 9512 9513 9514 9515 9516 9517 9518 9519 9520 9521 9522 9523 9524
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 9525 9526 9527 9528 9529 9530 9531 9532 9533 9534 9535 9536 9537
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9538 9539 9540 9541 9542 9543 9544 9545 9546 9547 9548 9549 9550
## 2 2 2 2 2 2 2 2 2 1 1 2 2
## 9551 9553 9554 9555 9556 9557 9558 9559 9560 9561 9562 9563 9564
## 2 1 2 2 2 2 1 2 2 2 1 2 2
## 9565 9566 9567 9568 9570 9571 9572 9573 9574 9575 9576 9577 9578
## 2 2 2 2 1 2 2 2 2 2 2 2 1
## 9579 9580 9581 9583 9584 9585 9586 9587 9588 9589 9590 9591 9592
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 9593 9594 9595 9596 9597 9598 9599 9600 9601 9602 9603 9604 9605
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 9606 9607 9608 9609 9610 9611 9612 9613 9614 9615 9616 9617 9618
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9619 9620 9621 9622 9623 9624 9625 9626 9627 9628 9629 9630 9631
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9632 9633 9634 9635 9636 9637 9638 9639 9640 9641 9642 9643 9644
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 9645 9646 9647 9648 9649 9650 9651 9652 9653 9654 9655 9656 9657
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9658 9659 9660 9661 9662 9663 9664 9665 9666 9667 9668 9669 9670
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 9671 9672 9673 9674 9675 9676 9677 9678 9679 9680 9681 9682 9683
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 9684 9685 9686 9687 9688 9689 9690 9691 9692 9693 9694 9695 9696
## 2 2 2 2 1 2 2 2 2 2 2 1 2
## 9697 9698 9699 9700 9701 9702 9703 9704 9705 9706 9707 9708 9709
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9710 9711 9712 9713 9714 9715 9716 9717 9718 9720 9721 9722 9723
## 2 2 1 2 2 2 1 2 2 2 2 2 2
## 9724 9725 9726 9727 9728 9729 9730 9731 9732 9733 9734 9735 9736
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9737 9738 9739 9740 9741 9742 9743 9744 9745 9746 9747 9748 9749
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9750 9751 9752 9753 9754 9755 9756 9757 9758 9759 9760 9761 9762
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9763 9764 9765 9766 9767 9768 9769 9771 9772 9773 9774 9775 9776
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9777 9778 9779 9780 9781 9782 9783 9784 9785 9786 9787 9788 9789
## 1 2 2 2 2 1 2 2 2 2 2 2 2
## 9790 9791 9792 9793 9794 9795 9796 9797 9798 9799 9800 9801 9802
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9803 9804 9805 9806 9807 9808 9809 9810 9811 9812 9813 9814 9815
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 9816 9817 9818 9819 9820 9821 9822 9823 9824 9825 9826 9827 9828
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 9829 9830 9831 9832 9833 9834 9835 9836 9837 9838 9839 9840 9841
## 1 2 1 2 2 2 1 2 2 2 2 2 2
## 9842 9843 9844 9845 9846 9847 9848 9849 9850 9851 9852 9853 9854
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 9855 9856 9857 9858 9859 9860 9861 9862 9863 9864 9865 9866 9867
## 2 2 2 2 2 2 2 1 2 2 1 2 2
## 9868 9869 9870 9871 9872 9873 9874 9875 9876 9877 9878 9880 9881
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9882 9883 9884 9885 9886 9887 9888 9889 9890 9891 9892 9893 9894
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9895 9896 9897 9898 9899 9900 9901 9902 9903 9904 9905 9906 9907
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 9909 9910 9911 9912 9913 9914 9915 9916 9917 9918 9919 9920 9921
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 9922 9923 9924 9925 9926 9927 9928 9929 9930 9931 9932 9933 9934
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 9935 9936 9937 9938 9939 9940 9941 9942 9943 9944 9945 9946 9947
## 2 2 1 1 2 2 2 2 2 1 1 2 2
## 9948 9949 9950 9951 9952 9953 9954 9955 9956 9957 9958 9959 9960
## 2 1 1 2 2 2 2 2 2 2 2 2 2
## 9961 9962 9963 9964 9965 9966 9967 9968 9969 9970 9971 9972 9973
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 9974 9975 9976 9977 9978 9979 9980 9981 9982 9983 9984 9985 9986
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 9987 9988 9989 9990 9991 9992 9993 9994 9995 9996 9997 9998 9999
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 10000 10001 10002 10003 10004 10005 10006 10007 10008 10009 10010 10011 10012
## 2 2 2 2 2 2 2 1 2 2 1 2 2
## 10013 10014 10015 10016 10017 10018 10019 10020 10021 10022 10023 10024 10025
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10026 10027 10028 10029 10030 10031 10032 10033 10034 10035 10036 10037 10038
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 10039 10040 10041 10042 10043 10044 10045 10046 10047 10048 10049 10050 10051
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10052 10053 10054 10055 10056 10057 10058 10059 10060 10061 10062 10063 10064
## 2 2 2 2 2 2 2 2 2 1 1 2 2
## 10065 10066 10067 10068 10069 10070 10071 10072 10073 10074 10075 10076 10077
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10078 10079 10080 10081 10082 10083 10084 10085 10086 10087 10088 10089 10090
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 10091 10092 10093 10094 10095 10096 10097 10098 10099 10100 10101 10102 10103
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 10104 10105 10106 10107 10108 10109 10110 10111 10112 10113 10114 10115 10116
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 10117 10118 10119 10120 10121 10122 10123 10124 10125 10126 10127 10128 10129
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10130 10131 10132 10133 10134 10135 10136 10137 10138 10139 10140 10141 10142
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10143 10144 10145 10146 10148 10149 10150 10151 10152 10153 10154 10155 10156
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10157 10158 10159 10160 10161 10162 10163 10164 10165 10166 10167 10168 10169
## 2 2 2 2 2 2 2 2 2 1 1 2 2
## 10170 10171 10172 10173 10174 10175 10176 10177 10178 10179 10180 10181 10182
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10183 10184 10185 10186 10187 10188 10189 10190 10191 10192 10193 10194 10195
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 10196 10197 10198 10199 10200 10201 10202 10203 10204 10205 10206 10207 10208
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10209 10210 10211 10212 10213 10214 10215 10216 10217 10218 10219 10220 10221
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10222 10224 10225 10226 10227 10228 10229 10230 10231 10232 10233 10234 10235
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 10236 10237 10238 10239 10240 10241 10242 10243 10244 10245 10246 10247 10248
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 10249 10250 10251 10252 10253 10254 10255 10256 10257 10258 10259 10260 10261
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 10262 10263 10264 10265 10266 10267 10268 10269 10271 10272 10273 10274 10275
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 10276 10277 10278 10279 10280 10281 10282 10283 10284 10285 10286 10287 10288
## 1 2 2 2 2 2 2 1 1 2 2 2 2
## 10289 10290 10291 10292 10293 10294 10295 10296 10297 10298 10299 10300 10301
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10302 10303 10304 10305 10306 10307 10308 10309 10310 10311 10312 10313 10314
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10315 10316 10317 10318 10319 10320 10321 10322 10323 10324 10325 10326 10327
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10328 10329 10330 10331 10332 10333 10334 10335 10336 10337 10338 10339 10340
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 10341 10342 10343 10344 10345 10346 10347 10348 10349 10350 10351 10352 10353
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 10354 10355 10356 10357 10358 10359 10360 10361 10362 10363 10364 10365 10366
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10367 10368 10369 10370 10371 10372 10373 10374 10375 10376 10377 10378 10379
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 10380 10381 10382 10383 10384 10385 10386 10387 10388 10389 10390 10391 10392
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10393 10394 10395 10396 10397 10398 10399 10400 10401 10402 10403 10404 10405
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10406 10407 10408 10409 10410 10411 10412 10413 10414 10415 10416 10417 10418
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10419 10420 10421 10422 10423 10424 10425 10426 10427 10428 10429 10430 10431
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10432 10433 10434 10435 10436 10437 10438 10439 10440 10441 10442 10443 10444
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10445 10446 10447 10448 10449 10450 10451 10452 10453 10454 10455 10456 10457
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10458 10459 10460 10461 10462 10463 10464 10465 10466 10467 10468 10469 10470
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 10471 10472 10473 10474 10475 10476 10477 10478 10479 10480 10481 10482 10483
## 2 2 2 1 2 2 1 2 2 2 2 2 2
## 10484 10485 10486 10487 10488 10489 10490 10491 10492 10493 10494 10495 10496
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10497 10498 10499 10500 10501 10502 10503 10504 10505 10506 10507 10508 10509
## 2 2 2 2 2 1 2 2 2 2 1 2 1
## 10510 10511 10512 10513 10514 10515 10516 10517 10518 10519 10520 10521 10522
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10523 10524 10525 10526 10527 10528 10529 10530 10531 10532 10533 10534 10535
## 2 2 2 2 2 2 2 2 2 1 2 2 1
## 10536 10537 10538 10539 10540 10541 10542 10543 10544 10545 10546 10547 10548
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10549 10550 10551 10552 10553 10554 10555 10556 10557 10558 10559 10560 10561
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10562 10563 10564 10565 10566 10567 10568 10569 10570 10571 10572 10574 10575
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 10576 10577 10578 10579 10580 10581 10582 10583 10584 10585 10586 10587 10588
## 2 2 1 2 2 1 2 2 2 2 2 2 2
## 10589 10590 10591 10592 10593 10594 10595 10596 10597 10598 10599 10600 10601
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10602 10603 10604 10605 10606 10607 10608 10609 10610 10611 10612 10613 10614
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 10615 10616 10617 10618 10619 10620 10621 10622 10623 10624 10625 10626 10627
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10628 10629 10630 10631 10633 10634 10635 10636 10637 10638 10639 10640 10641
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 10642 10643 10644 10645 10646 10647 10648 10649 10650 10651 10652 10653 10654
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 10655 10656 10657 10658 10659 10660 10661 10662 10663 10664 10665 10666 10667
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10668 10669 10670 10671 10672 10673 10674 10675 10676 10677 10678 10679 10680
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 10681 10682 10683 10684 10685 10686 10687 10688 10689 10690 10691 10692 10693
## 2 1 2 2 2 2 2 2 2 2 2 1 2
## 10694 10695 10696 10697 10698 10699 10700 10701 10702 10703 10704 10705 10706
## 1 2 1 2 2 2 2 2 2 2 2 2 2
## 10707 10708 10709 10710 10711 10712 10713 10714 10715 10716 10717 10718 10719
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10720 10721 10722 10723 10724 10725 10726 10727 10728 10729 10730 10731 10732
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10733 10734 10735 10736 10737 10738 10739 10740 10741 10742 10743 10744 10745
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10746 10747 10748 10749 10750 10751 10753 10754 10755 10756 10757 10758 10759
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10760 10761 10762 10763 10764 10765 10766 10767 10768 10769 10770 10771 10772
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 10773 10774 10775 10776 10777 10778 10779 10780 10781 10782 10783 10784 10785
## 2 2 2 2 2 2 2 2 2 1 2 1 2
## 10786 10787 10788 10789 10790 10791 10792 10793 10794 10795 10797 10798 10799
## 1 2 2 2 1 2 2 1 2 1 2 2 2
## 10800 10801 10802 10803 10804 10805 10806 10807 10808 10809 10810 10811 10812
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10813 10814 10815 10816 10817 10818 10819 10820 10821 10822 10823 10824 10825
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10826 10827 10828 10829 10830 10831 10832 10833 10834 10835 10836 10837 10838
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 10839 10840 10841 10843 10844 10845 10846 10847 10848 10849 10850 10851 10852
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 10853 10854 10855 10856 10857 10858 10859 10860 10861 10862 10863 10864 10865
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10866 10867 10868 10869 10870 10871 10872 10873 10874 10875 10876 10877 10878
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 10879 10880 10881 10882 10883 10884 10885 10886 10887 10888 10889 10890 10891
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10892 10893 10894 10895 10896 10897 10898 10899 10900 10901 10902 10903 10904
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 10905 10906 10907 10908 10909 10910 10911 10912 10913 10914 10915 10916 10917
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10918 10919 10920 10921 10922 10923 10924 10925 10926 10927 10928 10929 10930
## 1 2 2 2 2 2 1 2 2 2 2 2 2
## 10931 10932 10933 10934 10935 10936 10937 10938 10939 10940 10941 10942 10943
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 10944 10945 10946 10947 10948 10949 10950 10951 10952 10953 10954 10955 10956
## 2 2 2 2 2 2 2 2 1 2 1 2 2
## 10957 10958 10959 10960 10961 10962 10963 10964 10965 10966 10967 10968 10969
## 2 2 2 1 2 2 2 1 2 2 2 2 2
## 10970 10971 10972 10973 10974 10975 10976 10977 10978 10979 10980 10981 10982
## 2 2 2 2 2 2 2 2 2 2 2 2 1
## 10983 10984 10985 10986 10987 10988 10990 10991 10992 10993 10994 10995 10996
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 10997 10998 10999 11000 11001 11002 11003 11004 11005 11006 11007 11008 11009
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11010 11011 11012 11013 11014 11015 11016 11017 11018 11019 11020 11021 11022
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 11023 11024 11025 11026 11027 11028 11029 11030 11031 11032 11033 11034 11035
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 11036 11037 11038 11039 11040 11041 11042 11043 11045 11046 11047 11048 11049
## 2 2 2 2 1 2 2 2 2 2 2 1 2
## 11050 11051 11052 11053 11054 11055 11056 11057 11058 11059 11060 11061 11062
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11063 11064 11065 11066 11067 11068 11069 11070 11071 11072 11073 11074 11075
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 11076 11077 11078 11079 11080 11081 11082 11083 11084 11085 11086 11087 11088
## 2 2 2 2 1 1 2 1 2 2 2 2 2
## 11089 11090 11091 11092 11093 11094 11095 11096 11097 11098 11099 11100 11101
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11102 11103 11104 11105 11106 11107 11108 11109 11110 11111 11112 11113 11114
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 11115 11116 11117 11118 11119 11120 11121 11122 11123 11124 11125 11126 11127
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 11128 11129 11130 11131 11132 11133 11134 11135 11136 11137 11138 11139 11140
## 2 2 2 2 2 2 2 2 2 1 2 2 1
## 11141 11142 11143 11144 11145 11146 11147 11148 11149 11150 11151 11152 11153
## 1 2 1 2 2 2 2 1 2 2 2 2 2
## 11154 11155 11156 11157 11158 11159 11160 11161 11162 11163 11164 11165 11166
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 11167 11168 11169 11170 11171 11172 11173 11174 11175 11176 11177 11178 11179
## 1 1 2 2 2 2 2 2 2 2 2 2 2
## 11180 11181 11182 11183 11184 11185 11186 11187 11188 11189 11190 11191 11192
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11193 11194 11195 11196 11197 11198 11199 11200 11201 11202 11203 11204 11205
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11207 11208 11209 11210 11211 11212 11213 11214 11215 11216 11217 11218 11219
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11220 11221 11222 11223 11224 11225 11226 11227 11228 11229 11230 11231 11232
## 2 2 2 1 2 2 2 2 2 2 2 1 2
## 11233 11234 11235 11236 11237 11238 11239 11240 11241 11242 11243 11244 11245
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 11246 11247 11248 11249 11250 11251 11252 11253 11254 11255 11256 11257 11258
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11259 11260 11261 11262 11263 11264 11265 11266 11267 11268 11269 11270 11271
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 11272 11273 11274 11275 11276 11277 11278 11279 11280 11281 11282 11283 11284
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11285 11286 11287 11288 11289 11290 11291 11292 11293 11294 11295 11296 11297
## 2 2 1 2 2 2 2 2 2 2 2 2 1
## 11298 11299 11300 11301 11302 11303 11304 11305 11306 11307 11308 11309 11310
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11311 11312 11313 11314 11315 11316 11317 11318 11319 11320 11321 11322 11323
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11324 11325 11326 11327 11328 11329 11330 11331 11332 11333 11334 11335 11336
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 11337 11338 11339 11340 11341 11342 11343 11344 11345 11346 11347 11348 11349
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11350 11351 11352 11353 11354 11355 11356 11357 11358 11359 11360 11361 11362
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11363 11364 11365 11366 11367 11368 11369 11370 11371 11372 11373 11374 11375
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 11376 11377 11378 11379 11380 11381 11382 11383 11384 11385 11386 11387 11388
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 11389 11390 11391 11392 11393 11394 11395 11396 11397 11398 11399 11400 11401
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 11402 11403 11404 11406 11407 11408 11409 11410 11411 11412 11413 11414 11415
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 11416 11417 11418 11419 11420 11421 11422 11423 11424 11425 11426 11427 11428
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 11429 11430 11431 11432 11433 11434 11435 11436 11437 11438 11439 11440 11441
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 11442 11443 11444 11445 11446 11447 11448 11449 11450 11451 11452 11453 11454
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11455 11456 11457 11458 11459 11460 11461 11462 11463 11464 11465 11466 11467
## 2 2 2 2 2 2 2 2 2 2 1 2 2
## 11468 11469 11470 11471 11472 11473 11474 11475 11476 11477 11478 11479 11480
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11481 11482 11483 11484 11485 11486 11487 11488 11489 11490 11491 11492 11493
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11494 11495 11496 11497 11498 11499 11500 11501 11502 11503 11504 11505 11506
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11507 11508 11509 11510 11511 11512 11513 11514 11515 11516 11517 11518 11519
## 1 2 2 2 1 2 2 2 2 2 2 2 2
## 11520 11521 11522 11523 11525 11526 11527 11528 11529 11530 11531 11532 11533
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11534 11535 11536 11537 11538 11539 11540 11541 11542 11543 11544 11545 11546
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 11547 11548 11549 11550 11551 11552 11553 11554 11555 11556 11557 11558 11559
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11560 11561 11562 11563 11564 11565 11566 11567 11568 11569 11570 11571 11572
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11573 11574 11575 11576 11577 11578 11579 11580 11581 11583 11584 11585 11586
## 2 2 2 2 2 2 1 2 1 2 2 2 2
## 11587 11588 11589 11590 11591 11592 11593 11594 11595 11596 11597 11598 11599
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11600 11601 11602 11603 11604 11605 11606 11607 11608 11609 11610 11611 11612
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11613 11614 11615 11616 11617 11618 11619 11620 11621 11622 11623 11624 11626
## 2 2 2 2 2 1 2 2 2 1 2 2 2
## 11627 11628 11629 11630 11631 11632 11633 11634 11635 11636 11637 11638 11639
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11640 11641 11642 11643 11644 11645 11646 11647 11648 11649 11650 11651 11652
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11653 11654 11655 11656 11657 11658 11660 11661 11662 11663 11664 11665 11666
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11667 11668 11669 11670 11671 11672 11673 11674 11675 11676 11677 11678 11679
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 11680 11681 11682 11683 11684 11685 11686 11687 11688 11689 11690 11691 11692
## 2 2 1 2 2 2 2 2 2 2 2 2 2
## 11693 11694 11695 11696 11697 11698 11699 11700 11701 11702 11703 11704 11705
## 2 2 2 2 2 1 1 2 2 2 2 2 2
## 11706 11707 11708 11709 11710 11711 11712 11713 11714 11715 11716 11717 11718
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 11719 11720 11721 11722 11723 11724 11725 11726 11727 11728 11729 11730 11731
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11732 11733 11735 11736 11737 11738 11739 11740 11741 11742 11743 11744 11745
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11746 11747 11749 11750 11751 11752 11753 11754 11755 11756 11757 11758 11759
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 11760 11761 11762 11763 11764 11765 11766 11767 11768 11769 11770 11771 11772
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 11773 11774 11775 11776 11777 11778 11779 11780 11781 11782 11783 11784 11785
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 11786 11787 11788 11789 11790 11791 11792 11793 11794 11795 11796 11797 11798
## 2 2 2 2 2 1 2 2 2 2 2 2 2
## 11799 11800 11801 11803 11804 11805 11806 11807 11808 11809 11810 11811 11812
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11813 11815 11816 11817 11818 11819 11820 11821 11822 11823 11824 11825 11826
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 11827 11829 11830 11831 11832 11833 11834 11835 11836 11837 11838 11839 11840
## 2 2 2 2 2 2 2 2 2 1 2 2 2
## 11841 11842 11843 11844 11845 11846 11847 11848 11849 11850 11851 11852 11853
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11854 11855 11856 11857 11858 11859 11860 11861 11862 11863 11864 11865 11866
## 2 2 2 2 2 2 2 2 2 2 2 1 1
## 11867 11868 11869 11870 11871 11872 11873 11874 11875 11876 11877 11878 11879
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11880 11881 11882 11883 11884 11885 11886 11887 11888 11889 11890 11891 11892
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11893 11894 11895 11896 11897 11898 11899 11900 11901 11902 11903 11904 11905
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11906 11907 11908 11909 11910 11911 11912 11913 11914 11915 11916 11917 11918
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11919 11920 11921 11922 11923 11924 11925 11926 11927 11928 11929 11930 11931
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 11932 11933 11934 11936 11937 11938 11940 11941 11942 11943 11944 11945 11946
## 2 2 2 2 2 2 1 2 2 2 2 2 2
## 11947 11948 11949 11950 11951 11952 11953 11954 11955 11956 11957 11958 11959
## 2 2 2 2 1 2 2 2 2 2 2 2 2
## 11960 11961 11962 11963 11964 11965 11966 11967 11968 11969 11970 11971 11972
## 2 2 2 2 1 2 2 2 2 2 1 2 2
## 11973 11974 11975 11976 11977 11978 11979 11980 11981 11982 11983 11984 11985
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 11986 11987 11988 11989 11990 11991 11992 11993 11994 11995 11996 11997 11998
## 2 2 2 2 1 2 2 2 1 2 2 2 2
## 11999 12000 12001 12002 12003 12004 12005 12006 12007 12008 12009 12010 12011
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 12012 12013 12014 12015 12016 12017 12018 12019 12020 12021 12022 12023 12024
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 12025 12026 12027 12028 12029 12030 12031 12032 12033 12034 12035 12036 12037
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12038 12039 12040 12041 12042 12043 12044 12045 12046 12047 12048 12049 12050
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12051 12052 12053 12054 12055 12056 12057 12058 12059 12060 12061 12062 12063
## 2 2 2 2 2 2 1 2 2 2 2 1 2
## 12064 12065 12066 12067 12068 12069 12070 12071 12072 12073 12074 12075 12076
## 1 2 2 2 2 2 2 2 2 2 2 2 2
## 12077 12078 12079 12080 12081 12082 12083 12084 12085 12086 12087 12088 12089
## 1 2 2 2 2 1 2 2 2 2 2 2 2
## 12090 12091 12092 12093 12094 12095 12096 12097 12098 12099 12100 12101 12102
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 12103 12104 12105 12106 12107 12108 12109 12110 12111 12112 12113 12114 12115
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12116 12117 12118 12119 12120 12121 12122 12123 12124 12125 12126 12127 12128
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 12129 12130 12131 12132 12133 12134 12135 12136 12137 12138 12139 12140 12141
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12142 12143 12144 12145 12146 12147 12148 12149 12150 12151 12152 12153 12154
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12155 12156 12157 12158 12159 12161 12162 12163 12164 12165 12166 12167 12168
## 2 2 2 2 2 2 2 1 2 2 2 2 2
## 12169 12170 12171 12172 12173 12174 12175 12176 12177 12178 12179 12180 12182
## 2 2 2 2 2 2 1 1 2 2 2 2 2
## 12183 12184 12185 12187 12188 12189 12190 12191 12192 12193 12194 12195 12196
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12197 12198 12199 12200 12201 12202 12203 12204 12205 12206 12207 12208 12209
## 2 1 2 2 1 2 2 2 2 2 2 2 2
## 12210 12211 12212 12213 12214 12215 12216 12217 12218 12219 12220 12221 12222
## 2 2 2 2 2 2 2 2 2 2 2 1 2
## 12223 12224 12225 12226 12227 12228 12229 12230 12231 12232 12233 12234 12235
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12236 12237 12238 12239 12240 12241 12242 12243 12244 12245 12246 12247 12248
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12249 12250 12251 12252 12253 12254 12255 12256 12257 12258 12259 12260 12261
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12262 12263 12264 12265 12266 12267 12268 12269 12270 12271 12272 12273 12274
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12275 12276 12277 12278 12279 12280 12281 12282 12283 12284 12285 12286 12287
## 2 2 2 2 2 2 2 2 2 2 2 2 2
## 12288 12289 12290 12291 12292 12293 12294 12295 12296 12297 12298 12299 12300
## 2 2 2 1 2 2 2 2 2 2 2 2 2
## 12301 12302 12303 12304 12305 12306 12307 12308 12309 12310 12311 12312 12313
## 2 1 2 2 2 2 2 2 2 2 2 2 2
## 12314 12315 12316 12317 12318 12319 12320 12321 12322 12323 12324 12325 12326
## 2 2 2 2 2 2 2 2 1 2 2 2 2
## 12327 12328 12329 12330
## 2 2 2 2table(result$cluster, df.class)## df.class
## FALSE TRUE
## 1 935 6
## 2 9368 1902library(factoextra)## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBafviz_cluster(result, data = df.new)
Examine the difference in results with different values of k
k3 <- kmeans(df.new, centers = 3, nstart = 25)
k4 <- kmeans(df.new, centers = 4, nstart = 25)
k5 <- kmeans(df.new, centers = 5, nstart = 25)
# plots to compare
library(factoextra)
p1 <- fviz_cluster(result, geom = "point", data = df.new) + ggtitle("k = 2")
p2 <- fviz_cluster(k3, geom = "point", data = df.new) + ggtitle("k = 3")
p3 <- fviz_cluster(k4, geom = "point", data = df.new) + ggtitle("k = 4")
p4 <- fviz_cluster(k5, geom = "point", data = df.new) + ggtitle("k = 5")
library(gridExtra)##
## Attaching package: 'gridExtra'## The following object is masked from 'package:dplyr':
##
## combinegrid.arrange(p1, p2, p3, p4, nrow = 2)
# Determining Optimal Clusters
Elbow Method
devtools::install_github("tidyverse/purrr")## Downloading GitHub repo tidyverse/purrr@HEAD##
##
checking for file 'C:\Users\NATE\AppData\Local\Temp\Rtmp8YVwOw\remotes366422207329\tidyverse-purrr-5aca9df/DESCRIPTION' ...
checking for file 'C:\Users\NATE\AppData\Local\Temp\Rtmp8YVwOw\remotes366422207329\tidyverse-purrr-5aca9df/DESCRIPTION' ...
v checking for file 'C:\Users\NATE\AppData\Local\Temp\Rtmp8YVwOw\remotes366422207329\tidyverse-purrr-5aca9df/DESCRIPTION'
##
- preparing 'purrr': (826ms)
## checking DESCRIPTION meta-information ...
checking DESCRIPTION meta-information ...
v checking DESCRIPTION meta-information
## - cleaning src
##
- checking for LF line-endings in source and make files and shell scripts
##
- checking for empty or unneeded directories
##
Omitted 'LazyData' from DESCRIPTION
##
- building 'purrr_0.3.4.9000.tar.gz'
##
## ## Warning in i.p(...): installation of package 'C:/Users/NATE/AppData/Local/Temp/
## Rtmp8YVwOw/file36644cd92da2/purrr_0.3.4.9000.tar.gz' had non-zero exit statuslibrary(purrr)##
## Attaching package: 'purrr'## The following object is masked from 'package:scales':
##
## discardset.seed(123)
# function to compute total within-cluster sum of square
wss <- function(k) {
kmeans(df.new, k, nstart = 10 )$tot.withinss
}
# Compute and plot wss for k = 1 to k = 15
k.values <- 1:15
# extract wss for 2-15 clusters
wss_values <- map_dbl(k.values, wss)
plot(k.values, wss_values,
type="b", pch = 19, frame = FALSE,
xlab="Number of clusters K",
ylab="Total within-clusters sum of squares")
library(factoextra)
#library(NbClust)
set.seed(123)
fviz_nbclust(df.new, kmeans, method = "wss")
Average Silhouette Method
library (cluster)
# function to compute average silhouette for k clusters
avg_sil <- function(k) {
km.res <- kmeans(df.new, centers = k, nstart = 25)
ss <- silhouette(km.res$cluster, dist(df.new))
mean(ss[, 3])
}
# Compute and plot ss for k = 1 to k = 15
k.values <- 2:15
# extract avg silhouette for 2-15 clusters
avg_sil_values <- map_dbl(k.values, avg_sil)## Warning: did not converge in 10 iterations## Warning: Quick-TRANSfer stage steps exceeded maximum (= 610550)plot(k.values, avg_sil_values,
type = "b", pch = 19, frame = FALSE,
xlab = "Number of clusters K",
ylab = "Average Silhouettes")
fviz_nbclust(df.new, kmeans, method = "silhouette")
> From our average silhoutte method we can identify our optimal number of clusters to be 3.
Extracting Results
# Compute k-means clustering with k = 3
set.seed(123)
final <- kmeans(df.new, 3, nstart = 25)
print(final)## K-means clustering with 3 clusters of sizes 2629, 861, 8721
##
## Cluster means:
## Administrative Administrative_Duration Informational Informational_Duration
## 1 0.089509257 0.0247523052 0.0200013940 0.0120959989
## 2 0.001935734 0.0007920694 0.0004839334 0.0003940119
## 3 0.094175311 0.0265123038 0.0236070012 0.0159895926
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 0.044161293 0.0185001237 0.04447803 0.1526664 0.01891519
## 2 0.004497492 0.0009901983 0.84835078 0.9085890 0.00000000
## 3 0.049913210 0.0207751263 0.04599415 0.1548012 0.01731403
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 0.05386078 0.1717655 0.1317675 0.7509034 0.1686453
## 2 0.12125436 0.1703999 0.1102400 0.2637921 0.2269699
## 3 0.05847953 0.1562730 0.1078145 0.1244123 0.1532900
##
## Clustering vector:
## 1 2 3 4 5 6 7 8 9 10 11 12 13
## 2 3 2 3 3 3 2 2 3 3 3 3 3
## 14 15 16 17 18 19 20 21 22 23 24 25 26
## 3 3 1 2 3 3 3 1 2 3 3 2 1
## 27 28 29 30 31 32 33 34 35 36 37 38 39
## 3 3 3 3 1 1 3 3 3 1 3 1 3
## 40 41 42 43 44 45 46 47 48 49 50 51 52
## 3 1 3 3 3 3 3 3 3 3 2 2 3
## 53 54 55 56 57 58 59 60 61 62 63 64 65
## 3 3 3 2 2 3 1 3 3 3 3 1 2
## 66 67 68 69 70 71 72 73 74 75 76 77 78
## 3 3 2 3 2 2 1 3 3 3 3 3 3
## 79 80 81 82 83 84 85 86 87 88 89 90 91
## 2 2 3 3 3 3 2 2 3 3 3 3 3
## 92 93 94 95 96 97 98 99 100 101 102 103 104
## 2 3 3 3 3 3 3 3 3 3 1 3 3
## 105 106 107 108 109 110 111 112 113 114 115 116 117
## 3 2 3 3 3 3 3 2 2 3 3 3 3
## 118 119 120 121 122 123 124 125 126 127 128 129 130
## 3 3 1 3 3 3 3 3 2 3 1 1 2
## 131 132 133 134 135 136 137 138 139 140 141 142 143
## 3 3 2 3 3 3 1 3 2 3 2 1 3
## 144 145 146 147 148 149 150 151 152 153 154 155 156
## 2 3 3 3 3 3 3 3 2 2 3 3 3
## 157 158 160 161 162 163 164 165 166 167 168 169 170
## 2 3 2 3 3 3 3 3 3 3 2 1 1
## 171 172 173 174 175 176 177 178 180 181 182 183 184
## 3 3 3 2 1 3 1 3 1 1 2 2 3
## 185 186 187 188 189 190 191 192 193 194 195 196 197
## 3 3 3 1 1 3 2 3 3 3 1 3 3
## 198 199 200 201 202 203 204 205 206 207 208 209 210
## 3 1 3 1 3 3 3 3 1 3 1 1 3
## 211 212 213 214 215 216 217 218 219 220 221 222 223
## 3 3 1 1 3 3 1 3 3 3 1 3 2
## 224 225 226 227 228 229 230 231 232 233 234 235 236
## 3 3 3 3 3 3 3 1 3 3 3 3 3
## 237 238 239 240 241 242 243 244 245 246 247 248 249
## 3 3 3 3 3 3 1 3 3 3 1 3 3
## 250 251 252 253 254 255 256 257 258 259 260 261 262
## 3 1 3 2 3 1 3 3 1 3 3 1 2
## 263 264 265 266 267 268 269 270 271 272 273 274 275
## 3 3 1 3 1 3 3 3 3 2 3 3 3
## 276 277 278 279 280 281 282 283 284 285 286 287 288
## 1 3 1 3 3 3 3 3 3 1 3 2 3
## 289 290 291 292 293 294 295 296 297 298 299 300 301
## 1 3 1 3 3 2 3 3 3 3 2 3 3
## 302 303 304 305 306 307 308 309 310 311 312 313 314
## 3 2 1 3 3 3 3 3 3 3 3 3 3
## 315 316 317 318 319 320 321 322 323 324 325 326 327
## 1 3 3 3 3 3 1 3 1 3 1 3 3
## 328 329 330 331 332 333 334 335 336 337 338 339 340
## 3 3 1 2 3 3 3 3 3 3 3 3 3
## 341 342 343 344 345 346 347 348 349 350 351 352 353
## 3 2 2 1 2 3 3 3 3 3 3 1 3
## 354 355 356 357 358 359 360 361 362 363 364 365 366
## 1 3 3 2 3 3 2 3 3 3 3 3 1
## 367 368 369 370 371 372 373 374 375 376 377 378 379
## 3 1 3 3 3 1 3 3 3 3 1 3 1
## 380 381 382 383 384 385 386 387 388 389 390 391 392
## 3 1 3 1 2 3 3 3 1 3 3 3 1
## 393 394 395 396 397 398 399 400 401 402 403 404 405
## 3 3 3 3 3 3 2 1 3 3 3 1 3
## 406 407 408 409 410 411 412 413 414 415 416 417 418
## 1 3 3 3 1 1 1 3 3 1 3 3 3
## 420 421 422 423 424 425 426 427 428 429 430 431 432
## 1 3 2 3 1 3 3 2 3 3 2 3 3
## 433 434 435 436 437 438 439 440 441 442 443 444 445
## 3 3 3 3 3 3 3 1 3 3 3 3 3
## 446 447 448 449 450 451 452 453 454 455 456 458 459
## 3 3 1 3 3 3 3 1 3 3 3 3 2
## 460 461 462 463 464 465 466 467 468 469 470 471 472
## 3 3 3 3 3 3 3 3 1 2 3 1 3
## 473 474 475 476 477 478 479 480 481 482 483 485 486
## 1 3 3 3 3 3 3 2 3 3 1 1 3
## 487 488 489 490 491 492 493 494 495 496 497 498 499
## 3 1 1 3 3 3 3 1 3 3 1 3 1
## 500 501 502 503 504 505 506 507 508 509 510 511 512
## 3 3 3 3 3 3 1 3 3 3 3 1 3
## 514 515 516 517 518 519 520 521 522 523 524 525 526
## 3 1 2 3 3 3 3 3 3 3 3 3 1
## 527 528 529 530 531 532 533 534 535 536 537 538 539
## 1 1 3 3 3 3 2 3 1 3 3 3 3
## 540 541 542 543 544 545 546 547 548 549 550 551 552
## 3 2 1 1 3 3 1 3 3 3 3 3 3
## 553 554 556 557 558 559 560 561 562 563 564 565 566
## 3 3 3 1 3 3 3 1 3 1 1 3 3
## 567 568 569 570 571 572 573 574 575 576 577 578 579
## 3 3 2 3 3 3 3 3 3 3 3 2 1
## 580 581 582 583 584 585 586 587 588 589 591 592 593
## 3 1 3 3 3 3 2 3 3 3 1 2 3
## 594 595 596 597 598 599 600 601 602 603 604 605 606
## 1 3 1 3 1 3 3 1 3 3 3 1 3
## 607 608 609 610 611 612 613 614 615 616 617 618 619
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 620 621 622 623 624 625 626 627 628 629 630 631 632
## 3 3 3 1 2 1 3 1 3 3 1 3 3
## 633 634 635 636 637 638 639 640 641 642 643 644 645
## 1 3 1 1 2 3 2 1 3 3 1 3 1
## 646 647 648 649 650 651 652 653 654 655 656 657 658
## 3 3 3 3 3 3 3 3 3 3 3 3 1
## 659 661 662 663 664 665 666 667 668 669 670 671 672
## 2 3 3 3 1 3 1 3 1 1 3 2 3
## 673 674 675 676 677 678 679 680 681 682 683 684 685
## 3 3 1 3 3 3 3 1 3 1 3 3 1
## 686 687 688 689 690 691 692 693 694 695 696 697 698
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 699 700 701 702 703 704 705 706 707 708 709 710 711
## 3 3 3 1 3 3 3 3 1 3 3 2 3
## 712 713 714 715 716 717 718 719 720 721 722 723 724
## 3 3 3 3 3 3 3 3 1 2 3 3 1
## 725 726 727 728 729 730 731 732 733 734 735 736 737
## 2 1 3 2 1 3 3 1 3 3 3 3 3
## 738 739 740 741 742 743 744 745 746 747 748 749 750
## 3 3 3 3 3 3 2 1 3 3 3 3 3
## 751 752 753 754 755 756 757 758 759 760 761 762 763
## 1 3 3 3 3 3 3 1 3 3 3 3 3
## 764 765 766 767 768 769 770 771 772 773 774 776 777
## 2 3 3 3 3 3 3 3 3 3 3 3 3
## 778 779 780 781 782 783 784 785 786 787 788 789 790
## 1 3 3 1 3 3 3 3 3 3 3 3 3
## 791 792 793 794 795 796 797 798 799 800 801 802 803
## 3 3 3 1 3 3 3 1 3 3 3 3 3
## 804 805 806 807 808 809 810 811 812 813 814 815 816
## 3 2 2 3 3 3 3 3 3 1 3 3 1
## 817 818 819 820 821 822 823 824 825 826 827 828 829
## 1 3 3 3 1 3 2 2 3 3 3 3 3
## 830 831 832 833 834 835 836 837 838 839 840 841 842
## 3 3 2 3 3 3 1 3 3 1 3 3 1
## 843 844 845 846 847 848 849 850 851 852 853 854 855
## 3 3 3 3 3 3 3 3 1 3 3 3 3
## 856 857 858 859 860 861 862 863 864 865 866 867 868
## 3 3 3 3 3 3 3 3 1 3 3 1 1
## 869 870 871 872 874 875 876 877 878 879 880 881 882
## 1 3 2 3 3 3 2 3 3 3 3 3 3
## 883 884 885 886 887 888 889 891 892 893 894 895 896
## 3 3 1 1 3 3 3 3 1 3 1 3 3
## 897 898 899 900 901 902 903 904 905 906 907 908 909
## 1 2 3 1 3 3 3 3 1 3 3 3 1
## 910 911 912 913 914 915 916 917 918 919 920 921 922
## 3 1 1 3 3 3 1 3 3 3 3 3 3
## 924 925 926 927 928 929 930 931 932 933 934 935 936
## 3 3 1 3 1 3 2 3 3 3 2 3 3
## 937 938 939 940 941 942 943 944 945 946 947 949 950
## 3 3 1 3 3 3 2 1 3 2 3 3 3
## 951 952 953 954 955 956 957 958 959 960 961 962 963
## 3 3 3 3 3 1 2 3 3 3 1 3 3
## 964 965 966 967 968 969 970 971 972 973 974 976 977
## 3 3 3 1 3 3 3 3 3 1 1 3 1
## 978 979 980 981 982 983 984 985 986 987 988 989 990
## 3 3 3 3 3 3 3 3 3 3 3 1 3
## 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003
## 3 3 3 2 3 3 3 3 3 3 1 1 3
## 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016
## 3 2 3 3 3 3 3 3 3 1 1 3 3
## 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029
## 3 1 1 3 3 3 2 2 3 3 3 3 1
## 1030 1031 1032 1033 1034 1036 1037 1038 1039 1040 1041 1042 1043
## 1 3 3 3 3 2 3 3 1 1 3 3 3
## 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056
## 3 3 3 3 2 1 3 1 3 3 3 3 1
## 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069
## 3 3 3 2 3 3 1 3 3 3 1 3 3
## 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082
## 1 3 3 3 3 1 3 3 3 3 3 3 3
## 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095
## 3 3 3 3 3 3 3 1 1 3 1 1 3
## 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108
## 3 1 3 1 1 3 3 3 3 2 3 1 3
## 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1121 1122
## 3 3 1 3 3 3 3 1 3 3 2 3 3
## 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135
## 3 2 3 3 3 3 1 1 3 3 3 1 3
## 1136 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149
## 3 3 3 3 1 3 2 2 3 3 1 1 1
## 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162
## 3 1 1 3 3 2 3 3 3 1 3 1 3
## 1163 1164 1165 1166 1167 1168 1169 1170 1172 1173 1174 1175 1176
## 2 3 3 3 3 3 3 2 1 2 3 3 3
## 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190
## 3 3 3 2 3 1 1 3 3 1 3 3 3
## 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203
## 1 3 1 1 3 3 3 3 1 3 3 3 1
## 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1216 1217 1218
## 3 1 3 3 3 3 1 3 3 3 3 3 3
## 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231
## 3 1 1 3 1 3 3 3 3 1 3 1 1
## 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244
## 1 3 3 3 3 2 3 3 2 1 1 3 3
## 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257
## 3 3 1 3 3 1 3 3 3 3 3 1 1
## 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270
## 3 3 3 3 3 3 3 3 2 3 3 3 3
## 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283
## 3 3 3 3 3 3 1 3 1 3 3 1 3
## 1284 1285 1286 1287 1288 1289 1290 1291 1293 1294 1295 1296 1297
## 3 3 2 1 3 1 2 3 1 1 3 2 3
## 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310
## 1 3 1 3 3 1 3 3 2 3 3 1 3
## 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323
## 1 3 3 1 3 3 3 1 3 3 1 3 1
## 1324 1325 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337
## 3 1 3 3 3 3 1 1 2 1 3 3 2
## 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350
## 3 3 3 3 3 3 3 3 3 1 3 3 3
## 1351 1352 1353 1354 1355 1356 1358 1359 1360 1361 1362 1363 1364
## 1 3 1 3 3 3 3 3 3 3 3 3 2
## 1365 1366 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378
## 2 3 3 3 3 3 1 3 1 3 3 3 3
## 1379 1380 1381 1383 1384 1385 1386 1387 1388 1389 1390 1392 1393
## 1 3 3 1 3 1 3 3 1 3 2 3 3
## 1394 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407
## 3 3 2 1 3 3 2 3 3 3 3 3 1
## 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420
## 3 2 2 3 3 2 3 3 3 3 3 3 3
## 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433
## 3 3 3 1 3 3 3 1 3 3 3 1 3
## 1434 1435 1436 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 1448 1449 1450 1451 1452 1453 1455 1456 1457 1458 1459 1460 1461
## 1 1 3 3 1 2 1 3 3 3 3 1 3
## 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474
## 3 3 3 1 3 1 1 3 3 3 3 3 3
## 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487
## 1 3 3 3 1 1 3 3 3 2 3 3 3
## 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500
## 3 3 3 1 3 1 3 1 3 1 3 2 1
## 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513
## 3 2 1 1 1 3 3 1 3 1 3 3 3
## 1514 1515 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527
## 1 3 3 3 2 1 1 1 3 3 3 1 3
## 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540
## 1 3 1 3 1 3 3 3 3 3 3 3 3
## 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553
## 3 1 3 3 3 3 3 3 3 3 3 3 3
## 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566
## 3 3 3 3 3 3 3 2 1 3 3 3 3
## 1567 1568 1569 1570 1571 1572 1573 1575 1576 1577 1578 1579 1580
## 3 1 1 3 3 1 3 3 3 2 3 3 3
## 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593
## 3 3 3 3 1 3 3 3 3 1 3 1 1
## 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606
## 1 3 3 3 3 1 3 3 3 1 3 1 3
## 1607 1608 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620
## 3 3 3 2 3 1 2 3 1 3 1 3 3
## 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633
## 3 2 3 3 3 1 3 3 3 3 3 3 3
## 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646
## 3 3 3 3 3 2 3 3 3 3 3 3 3
## 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659
## 3 3 3 3 3 1 3 2 1 3 3 3 3
## 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672
## 1 3 1 3 3 3 3 3 3 3 3 1 3
## 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685
## 3 3 3 3 3 3 3 3 3 3 1 1 1
## 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1699
## 3 3 3 3 3 3 1 1 3 3 3 1 3
## 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712
## 3 1 3 3 3 3 3 1 3 3 3 1 1
## 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725
## 2 3 3 1 3 3 1 3 3 3 1 3 3
## 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738
## 2 3 1 3 2 3 3 1 3 3 1 3 3
## 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751
## 3 3 3 1 3 3 1 1 1 3 3 1 1
## 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764
## 3 3 3 3 3 1 3 1 3 3 3 3 3
## 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1777 1778
## 3 3 3 1 3 3 1 3 3 1 3 3 1
## 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791
## 3 3 3 3 3 3 1 3 3 3 3 3 3
## 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804
## 3 1 1 3 2 3 3 3 1 3 3 3 3
## 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818
## 3 3 1 1 3 3 1 3 3 3 1 1 2
## 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831
## 3 3 3 1 3 1 3 1 3 3 3 3 3
## 1832 1833 1834 1835 1836 1837 1838 1839 1841 1842 1843 1844 1845
## 3 3 3 3 1 3 3 1 1 3 3 3 3
## 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858
## 3 1 3 3 3 3 1 3 1 3 3 3 1
## 1859 1860 1861 1862 1863 1864 1865 1866 1868 1869 1870 1871 1872
## 3 3 3 3 1 3 1 3 1 1 3 3 3
## 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885
## 3 3 3 3 3 3 3 3 3 3 3 3 1
## 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898
## 3 2 1 1 2 3 1 3 3 1 3 2 3
## 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911
## 3 3 3 3 3 3 3 1 3 3 3 3 2
## 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924
## 3 1 1 3 2 3 3 3 1 3 3 3 3
## 1925 1927 1928 1929 1930 1931 1932 1933 1935 1936 1937 1938 1939
## 3 3 3 3 1 3 2 3 1 3 3 3 3
## 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1951 1952 1953
## 1 3 3 3 2 1 1 1 3 3 2 1 1
## 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966
## 1 3 3 3 3 3 3 3 3 3 1 3 1
## 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979
## 3 3 3 3 3 3 1 3 3 3 3 1 3
## 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005
## 3 2 3 1 3 3 3 3 3 3 3 1 3
## 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031
## 3 1 3 3 1 3 3 3 1 3 3 2 3
## 2032 2033 2034 2035 2036 2037 2038 2040 2041 2042 2043 2044 2045
## 1 1 3 1 3 3 3 3 1 1 3 3 3
## 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2059 2060
## 3 3 1 1 1 3 1 2 3 3 3 3 3
## 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073
## 3 2 3 3 3 1 3 1 2 3 3 1 3
## 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086
## 1 3 3 3 1 3 3 1 3 3 1 3 3
## 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099
## 3 3 1 2 3 3 3 3 3 3 1 2 3
## 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112
## 3 1 3 2 3 2 3 2 3 3 3 1 3
## 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125
## 3 3 3 3 1 3 3 3 3 3 3 1 3
## 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138
## 3 3 3 3 3 2 3 3 3 3 3 1 3
## 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151
## 3 1 1 3 2 3 3 3 3 1 2 3 3
## 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164
## 2 3 1 3 2 3 3 3 1 3 1 3 3
## 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177
## 3 3 2 3 3 1 3 3 2 1 3 2 2
## 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190
## 3 3 3 3 3 2 1 3 3 3 3 3 2
## 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203
## 1 3 1 3 1 3 3 3 3 3 3 3 3
## 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216
## 3 3 3 3 3 3 1 2 1 3 1 3 3
## 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229
## 3 3 3 1 1 2 3 3 1 3 3 3 3
## 2230 2231 2232 2233 2234 2235 2237 2238 2239 2240 2241 2242 2243
## 2 3 3 3 3 3 2 2 3 3 2 3 3
## 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256
## 3 3 1 3 1 3 3 1 1 3 3 3 3
## 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269
## 3 3 3 3 3 3 3 2 3 3 3 1 2
## 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282
## 1 3 3 2 3 3 3 2 1 3 3 3 3
## 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295
## 2 2 3 2 3 3 3 3 3 3 3 2 3
## 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308
## 1 3 3 1 1 3 3 3 1 3 3 3 1
## 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321
## 1 3 3 3 3 3 3 1 3 3 3 3 3
## 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334
## 2 3 2 2 2 3 3 3 1 3 3 2 2
## 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347
## 3 3 3 3 3 2 3 1 3 2 3 3 1
## 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360
## 3 1 3 3 2 2 3 3 3 2 3 3 1
## 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373
## 1 3 3 2 1 1 3 3 3 3 1 3 3
## 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386
## 3 3 3 3 2 1 1 2 3 3 3 3 1
## 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399
## 3 3 3 3 3 3 3 2 3 3 3 3 3
## 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412
## 3 1 3 3 3 3 3 1 1 1 1 3 3
## 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425
## 1 1 3 3 2 1 2 3 2 1 3 2 3
## 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438
## 1 3 1 3 1 2 3 1 2 3 2 3 3
## 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451
## 1 3 3 3 3 3 1 3 1 2 1 3 2
## 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464
## 1 3 3 3 3 2 3 3 3 3 3 3 1
## 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477
## 3 3 3 3 3 3 3 3 3 3 1 3 3
## 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490
## 3 3 2 3 3 1 3 3 3 1 1 3 1
## 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503
## 3 3 2 1 3 3 3 3 3 1 3 3 3
## 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516
## 1 3 3 3 3 3 1 3 3 3 2 1 3
## 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529
## 3 3 2 3 2 2 3 3 3 3 3 3 2
## 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542
## 1 3 3 3 2 3 1 2 3 3 3 2 3
## 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555
## 3 1 2 3 3 3 3 2 1 3 3 3 2
## 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568
## 3 1 3 3 3 3 3 2 3 1 1 1 3
## 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581
## 3 2 3 3 3 3 3 1 2 3 1 1 3
## 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594
## 3 3 3 1 3 3 3 3 1 3 3 1 2
## 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607
## 3 1 2 3 3 1 3 3 3 3 3 3 3
## 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620
## 1 3 3 3 3 3 1 3 2 3 3 3 2
## 2621 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634
## 3 3 3 3 1 3 3 3 1 1 3 1 3
## 2635 2636 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647
## 1 3 1 3 2 3 3 2 1 3 1 3 3
## 2648 2649 2650 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660
## 3 3 1 1 3 3 3 2 3 3 2 1 3
## 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 2673
## 1 3 3 3 3 3 3 1 3 1 3 1 3
## 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686
## 3 3 3 2 3 1 3 2 2 3 2 3 2
## 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699
## 2 3 2 3 3 3 1 3 3 3 3 1 3
## 2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712
## 1 3 3 2 3 2 1 3 2 3 3 3 3
## 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725
## 2 3 3 1 3 3 3 3 3 3 1 1 1
## 2726 2727 2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738
## 1 1 1 3 3 1 3 1 1 2 3 3 3
## 2739 2741 2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752
## 3 3 3 3 2 1 1 3 1 2 3 3 2
## 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762 2763 2764 2765
## 3 3 3 3 2 3 3 3 3 2 3 3 3
## 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776 2777 2778
## 1 3 3 2 3 3 3 3 3 3 3 3 3
## 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790 2791
## 2 3 3 3 3 1 1 1 3 3 3 3 3
## 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804
## 1 3 2 3 1 2 2 2 3 2 3 1 1
## 2805 2806 2807 2808 2809 2810 2811 2812 2813 2814 2815 2816 2817
## 3 3 3 3 3 3 3 3 2 3 1 2 3
## 2818 2819 2820 2821 2822 2823 2824 2825 2826 2827 2828 2829 2830
## 3 3 1 2 3 1 3 3 3 3 3 3 3
## 2831 2832 2833 2834 2835 2836 2837 2838 2839 2840 2841 2842 2843
## 2 3 2 3 3 3 3 3 3 3 3 1 3
## 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856
## 2 3 3 3 3 1 3 3 3 1 3 3 1
## 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869
## 1 1 3 3 3 2 3 3 3 3 3 1 1
## 2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882
## 3 3 3 3 3 1 1 3 3 3 3 2 3
## 2883 2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895
## 3 1 3 3 3 3 3 3 1 3 3 3 3
## 2896 2897 2898 2899 2900 2901 2902 2903 2904 2905 2906 2907 2908
## 1 2 1 3 3 1 3 3 1 3 3 3 3
## 2909 2910 2911 2912 2913 2914 2915 2916 2917 2918 2919 2920 2921
## 1 1 3 3 3 1 3 3 3 1 2 3 3
## 2922 2923 2924 2925 2926 2927 2928 2929 2930 2931 2932 2933 2934
## 3 3 3 3 3 3 3 2 3 3 3 3 3
## 2935 2936 2937 2938 2939 2940 2941 2942 2943 2944 2945 2946 2947
## 1 3 3 3 3 3 3 3 1 1 1 3 1
## 2948 2949 2950 2951 2952 2953 2954 2955 2956 2957 2958 2959 2960
## 3 2 3 3 3 3 3 3 3 1 1 3 3
## 2961 2962 2963 2964 2965 2966 2967 2968 2969 2970 2971 2972 2973
## 3 3 3 3 3 3 3 3 1 3 3 3 3
## 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983 2984 2985 2986
## 3 3 3 2 1 3 2 3 2 3 1 3 1
## 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997 2998 2999
## 3 3 3 3 3 1 3 1 1 3 3 3 3
## 3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012
## 3 3 3 3 3 2 3 1 2 1 3 3 1
## 3013 3014 3015 3016 3017 3018 3019 3020 3021 3022 3023 3024 3025
## 3 1 3 3 3 3 1 3 3 1 3 1 1
## 3026 3027 3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038
## 3 3 3 1 3 3 1 3 3 3 1 1 3
## 3039 3040 3041 3042 3043 3044 3045 3046 3047 3048 3049 3050 3051
## 3 3 3 3 1 3 1 1 3 3 2 3 1
## 3052 3053 3054 3055 3056 3057 3058 3059 3060 3061 3062 3063 3064
## 3 1 3 3 3 3 3 3 3 3 3 3 3
## 3065 3066 3067 3068 3069 3070 3071 3072 3073 3074 3075 3076 3077
## 3 3 1 3 3 2 3 3 3 3 1 1 3
## 3078 3079 3080 3081 3082 3083 3084 3085 3086 3087 3088 3089 3090
## 3 1 3 3 3 3 3 3 3 3 1 3 1
## 3091 3092 3093 3094 3095 3096 3097 3098 3099 3100 3101 3102 3103
## 2 3 3 3 3 3 3 3 3 1 2 3 3
## 3104 3105 3106 3107 3108 3109 3110 3111 3112 3113 3114 3115 3116
## 3 3 1 3 3 3 1 1 3 1 3 3 1
## 3117 3118 3119 3120 3121 3122 3123 3124 3125 3126 3127 3128 3129
## 1 3 3 3 1 3 3 3 3 3 3 1 3
## 3130 3131 3132 3133 3134 3135 3136 3137 3138 3139 3140 3141 3142
## 3 3 3 3 1 3 3 3 2 2 1 3 2
## 3143 3144 3145 3146 3147 3148 3149 3150 3151 3152 3153 3154 3155
## 2 3 3 3 3 3 3 3 1 3 3 3 1
## 3156 3157 3158 3159 3160 3161 3162 3163 3164 3165 3166 3167 3168
## 3 3 2 3 3 3 3 3 3 3 1 3 2
## 3169 3170 3171 3172 3173 3174 3175 3176 3177 3178 3179 3180 3181
## 1 3 2 3 3 2 3 3 3 3 1 3 3
## 3182 3183 3184 3185 3186 3187 3188 3189 3190 3191 3192 3193 3194
## 2 1 3 3 3 1 2 3 3 3 3 3 3
## 3195 3196 3197 3198 3199 3200 3201 3202 3203 3204 3205 3206 3207
## 3 3 3 3 3 3 3 1 3 3 3 3 3
## 3208 3209 3210 3211 3212 3213 3214 3215 3216 3217 3218 3219 3220
## 3 1 1 1 3 2 3 1 3 3 3 3 3
## 3221 3222 3223 3224 3225 3226 3227 3228 3229 3230 3231 3233 3234
## 3 3 3 2 1 2 3 3 3 3 3 1 3
## 3235 3236 3237 3238 3239 3240 3241 3242 3243 3244 3245 3246 3247
## 1 3 3 1 3 3 1 3 3 1 3 3 1
## 3248 3249 3250 3251 3252 3253 3254 3255 3256 3257 3258 3259 3260
## 3 3 3 3 3 3 3 3 3 1 1 1 3
## 3261 3262 3263 3264 3265 3266 3267 3268 3269 3270 3271 3272 3274
## 3 3 3 1 3 2 3 3 3 2 3 3 3
## 3275 3276 3277 3278 3279 3280 3281 3283 3284 3285 3286 3287 3288
## 3 3 3 1 1 1 3 3 3 3 2 3 3
## 3289 3290 3291 3292 3293 3294 3295 3296 3297 3298 3299 3300 3301
## 2 1 3 3 3 1 3 1 3 3 1 3 3
## 3302 3303 3304 3305 3306 3307 3308 3309 3310 3311 3312 3313 3314
## 3 3 3 3 3 3 3 1 3 3 1 3 3
## 3315 3316 3317 3318 3319 3320 3321 3322 3323 3324 3325 3326 3327
## 3 1 3 1 3 2 1 3 3 3 3 3 3
## 3328 3329 3330 3331 3332 3333 3334 3335 3336 3337 3338 3339 3340
## 3 3 1 2 2 1 1 1 3 3 3 3 3
## 3341 3342 3343 3344 3345 3346 3347 3348 3349 3350 3351 3352 3353
## 1 1 3 3 3 1 3 3 1 3 3 2 3
## 3354 3355 3356 3357 3358 3359 3360 3361 3362 3363 3364 3365 3366
## 3 3 3 3 3 3 3 3 2 3 3 3 3
## 3367 3368 3369 3370 3371 3372 3373 3374 3375 3376 3377 3378 3379
## 3 2 3 1 1 1 3 1 3 3 3 1 3
## 3380 3381 3382 3383 3384 3385 3386 3387 3388 3389 3390 3391 3392
## 3 3 3 3 1 1 3 3 3 1 1 3 3
## 3393 3394 3395 3396 3397 3398 3399 3400 3401 3402 3403 3404 3405
## 3 3 1 3 3 3 1 3 3 3 3 3 3
## 3406 3407 3408 3409 3410 3411 3412 3413 3414 3415 3416 3417 3418
## 1 3 3 3 3 3 3 3 3 3 2 3 3
## 3419 3420 3421 3422 3423 3424 3425 3426 3427 3428 3429 3430 3431
## 3 3 3 3 3 3 3 3 3 3 1 3 3
## 3432 3433 3434 3435 3436 3437 3438 3439 3440 3441 3442 3443 3444
## 2 3 3 3 3 3 1 2 3 1 3 1 3
## 3445 3446 3447 3448 3449 3450 3451 3452 3453 3454 3455 3456 3457
## 1 1 1 3 3 1 1 3 3 1 3 3 3
## 3458 3459 3460 3461 3462 3463 3464 3465 3466 3467 3468 3469 3470
## 3 3 3 1 1 2 3 3 2 3 3 1 1
## 3471 3472 3473 3474 3475 3476 3477 3478 3479 3480 3481 3482 3483
## 3 3 1 2 1 3 1 3 1 3 3 3 3
## 3484 3485 3486 3487 3488 3489 3490 3491 3492 3493 3494 3495 3496
## 1 3 2 3 1 3 3 2 3 3 1 3 3
## 3497 3498 3499 3500 3501 3502 3503 3504 3505 3506 3507 3508 3509
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 3510 3511 3512 3513 3514 3515 3516 3517 3518 3519 3520 3521 3522
## 1 1 3 3 1 3 1 1 3 3 3 3 1
## 3523 3524 3525 3526 3527 3528 3529 3530 3531 3532 3533 3534 3535
## 2 1 3 3 3 3 3 3 3 1 1 3 3
## 3536 3537 3538 3539 3540 3541 3542 3543 3544 3545 3546 3547 3548
## 3 3 1 3 3 3 3 3 3 1 3 3 3
## 3549 3550 3551 3552 3553 3554 3555 3556 3557 3558 3559 3560 3561
## 3 2 3 1 3 3 3 3 3 1 2 3 1
## 3562 3563 3564 3565 3566 3567 3568 3569 3570 3571 3572 3573 3574
## 3 1 3 3 1 2 3 3 3 3 3 3 3
## 3575 3576 3577 3579 3580 3581 3582 3583 3584 3585 3586 3587 3588
## 1 3 3 3 3 1 3 3 1 3 3 3 3
## 3589 3590 3591 3592 3593 3594 3595 3596 3597 3598 3599 3600 3601
## 1 3 3 1 3 3 3 2 3 2 3 1 3
## 3602 3603 3604 3605 3606 3607 3608 3609 3610 3611 3612 3613 3614
## 3 3 1 3 2 2 3 2 3 3 3 3 3
## 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627
## 3 3 1 3 3 3 1 3 3 1 3 3 1
## 3628 3629 3630 3631 3632 3633 3634 3635 3636 3637 3638 3639 3640
## 3 3 3 3 2 3 1 3 3 3 2 3 3
## 3641 3642 3643 3644 3645 3646 3647 3648 3649 3650 3652 3653 3654
## 3 3 1 3 3 2 1 1 3 2 3 3 3
## 3655 3656 3657 3658 3659 3660 3661 3662 3663 3665 3666 3667 3668
## 3 3 3 3 3 1 3 3 3 3 3 3 3
## 3669 3670 3671 3672 3673 3674 3675 3676 3677 3678 3679 3680 3681
## 3 1 2 2 2 3 3 3 1 2 3 3 3
## 3682 3683 3684 3685 3686 3687 3688 3689 3690 3691 3692 3693 3694
## 3 3 2 1 3 3 2 3 1 3 3 2 2
## 3695 3696 3697 3698 3699 3700 3701 3702 3703 3704 3705 3706 3707
## 3 3 3 1 3 3 3 1 3 3 3 1 3
## 3708 3709 3710 3711 3712 3713 3714 3715 3716 3717 3718 3719 3720
## 3 3 3 3 3 3 1 3 1 3 3 3 3
## 3721 3723 3724 3725 3726 3727 3728 3729 3730 3731 3732 3733 3734
## 3 1 3 3 1 3 3 1 1 1 3 1 3
## 3735 3736 3737 3738 3739 3740 3741 3742 3743 3744 3745 3746 3747
## 3 3 1 3 3 1 3 3 3 2 1 1 2
## 3748 3749 3750 3751 3752 3753 3754 3755 3756 3757 3758 3759 3760
## 3 3 3 1 3 3 1 3 2 3 1 3 3
## 3761 3762 3763 3764 3765 3766 3767 3768 3769 3770 3771 3772 3773
## 3 1 3 3 3 3 3 3 1 1 3 1 3
## 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783 3784 3785 3786
## 3 3 2 3 3 3 3 3 3 3 2 3 2
## 3787 3788 3789 3790 3791 3792 3793 3794 3795 3796 3797 3798 3799
## 1 3 1 3 3 3 3 1 3 3 3 3 3
## 3800 3801 3802 3803 3804 3805 3806 3807 3808 3809 3810 3811 3812
## 3 3 3 1 3 3 3 3 1 3 3 3 1
## 3813 3814 3815 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825
## 3 3 3 1 2 1 3 3 3 3 3 3 3
## 3826 3827 3828 3829 3830 3831 3832 3833 3834 3835 3836 3837 3838
## 3 3 3 1 3 3 3 3 3 1 1 3 3
## 3839 3840 3841 3842 3843 3844 3845 3846 3847 3848 3849 3850 3851
## 3 1 3 3 3 3 3 3 3 3 3 3 3
## 3852 3853 3854 3855 3856 3857 3858 3859 3860 3861 3862 3863 3864
## 2 3 3 2 3 1 3 3 3 3 3 3 1
## 3865 3866 3867 3868 3869 3870 3871 3872 3873 3874 3875 3876 3877
## 1 3 3 3 3 3 2 3 3 3 3 1 3
## 3878 3879 3880 3881 3882 3883 3884 3885 3886 3887 3888 3889 3890
## 1 3 3 3 1 3 3 3 3 3 1 3 3
## 3891 3893 3894 3895 3896 3897 3898 3899 3900 3901 3902 3903 3904
## 3 3 3 3 1 1 3 3 1 1 3 1 3
## 3905 3906 3907 3908 3909 3910 3911 3912 3913 3914 3915 3916 3917
## 3 3 3 3 3 2 1 1 1 2 3 3 3
## 3918 3919 3920 3921 3922 3923 3924 3925 3926 3927 3928 3929 3930
## 1 1 1 3 3 1 3 1 2 3 3 3 3
## 3931 3932 3933 3934 3935 3936 3937 3938 3939 3940 3941 3942 3943
## 1 2 2 3 1 3 3 3 3 3 2 3 3
## 3944 3945 3946 3947 3948 3949 3950 3951 3952 3953 3954 3955 3956
## 3 3 3 3 3 2 3 1 3 3 3 2 3
## 3957 3958 3959 3960 3961 3962 3963 3964 3965 3966 3967 3968 3969
## 2 3 1 1 1 3 1 3 3 1 3 3 2
## 3970 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982
## 1 1 3 3 3 1 3 3 3 3 1 3 1
## 3983 3984 3985 3986 3987 3988 3989 3990 3991 3992 3993 3994 3995
## 3 3 2 2 3 3 3 3 3 3 2 3 1
## 3996 3997 3998 3999 4000 4001 4002 4003 4004 4005 4006 4007 4008
## 3 1 3 3 1 3 3 1 3 1 3 3 3
## 4009 4010 4011 4012 4013 4014 4015 4016 4017 4018 4019 4020 4021
## 3 3 3 3 1 3 1 3 1 1 3 3 1
## 4022 4023 4024 4025 4026 4027 4028 4029 4030 4031 4032 4033 4034
## 1 2 1 3 3 1 3 3 3 3 3 1 3
## 4035 4036 4037 4038 4039 4040 4041 4042 4043 4044 4045 4046 4047
## 3 3 3 1 1 2 3 3 1 1 3 1 3
## 4048 4049 4050 4051 4052 4053 4054 4055 4056 4057 4058 4059 4060
## 3 3 3 3 3 1 2 3 1 3 1 3 1
## 4061 4062 4063 4064 4065 4066 4067 4068 4069 4070 4071 4072 4073
## 3 1 3 3 1 3 3 1 1 1 3 1 3
## 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083 4084 4085 4086
## 2 3 3 1 3 3 3 3 3 1 3 3 3
## 4087 4088 4089 4090 4091 4092 4093 4094 4095 4096 4097 4098 4099
## 1 3 2 3 1 3 3 3 2 3 3 1 3
## 4100 4101 4102 4103 4104 4105 4106 4107 4108 4109 4110 4111 4112
## 3 1 3 1 3 1 3 3 3 3 3 1 3
## 4113 4114 4115 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125
## 3 3 3 3 3 3 1 1 3 1 1 3 3
## 4126 4127 4128 4129 4130 4131 4132 4133 4134 4135 4136 4137 4138
## 3 3 3 3 3 1 1 1 3 3 3 2 1
## 4139 4140 4141 4142 4143 4144 4145 4146 4147 4148 4149 4150 4151
## 3 3 3 3 2 1 3 3 3 3 3 3 3
## 4152 4153 4154 4155 4156 4157 4158 4159 4160 4161 4162 4163 4165
## 3 2 3 3 3 3 3 3 1 3 1 3 3
## 4166 4167 4168 4169 4170 4171 4172 4173 4174 4175 4176 4177 4178
## 3 3 2 3 3 2 3 3 3 3 3 2 1
## 4179 4180 4181 4182 4184 4185 4186 4187 4188 4189 4190 4191 4192
## 2 3 3 1 3 3 1 2 3 2 3 3 3
## 4193 4194 4195 4196 4197 4198 4199 4200 4201 4202 4203 4204 4205
## 3 3 3 1 1 1 3 3 1 3 3 3 3
## 4206 4207 4208 4209 4210 4211 4212 4213 4214 4215 4216 4217 4218
## 3 3 1 1 3 3 1 3 1 3 3 1 3
## 4219 4220 4221 4222 4223 4224 4225 4226 4227 4228 4229 4230 4231
## 3 3 1 3 3 3 2 3 3 3 3 3 3
## 4233 4234 4235 4236 4237 4238 4239 4240 4241 4242 4243 4244 4245
## 3 3 3 3 3 3 3 3 2 3 3 3 1
## 4246 4247 4248 4249 4250 4251 4252 4253 4254 4255 4256 4257 4258
## 3 3 3 1 1 1 1 3 3 3 2 1 3
## 4259 4260 4261 4262 4263 4264 4265 4266 4267 4268 4269 4270 4271
## 1 3 1 1 3 3 3 3 3 3 3 1 2
## 4272 4273 4274 4275 4276 4277 4278 4279 4280 4281 4282 4283 4284
## 3 1 3 3 3 1 3 3 3 1 3 3 1
## 4285 4286 4287 4288 4289 4290 4291 4292 4293 4294 4295 4296 4297
## 3 3 1 3 3 3 1 2 1 3 2 3 3
## 4298 4299 4300 4301 4302 4303 4304 4305 4306 4307 4308 4309 4310
## 3 2 3 1 3 3 3 3 3 1 3 1 3
## 4311 4312 4313 4314 4315 4316 4317 4318 4319 4320 4321 4322 4323
## 3 1 1 3 3 3 3 3 1 3 3 3 3
## 4324 4325 4326 4327 4328 4329 4330 4331 4332 4333 4334 4335 4336
## 1 3 1 3 3 2 1 3 1 3 1 3 3
## 4337 4338 4339 4340 4341 4342 4343 4345 4346 4347 4348 4349 4350
## 3 3 3 1 3 1 3 1 3 3 3 3 2
## 4351 4352 4353 4354 4355 4356 4357 4358 4359 4360 4361 4362 4363
## 3 3 3 3 1 3 2 3 3 3 3 1 3
## 4364 4365 4366 4367 4368 4369 4370 4371 4372 4373 4374 4376 4377
## 3 2 2 3 3 3 2 3 3 3 3 3 2
## 4378 4379 4380 4381 4382 4383 4384 4385 4386 4387 4388 4389 4390
## 2 3 3 3 3 3 1 1 1 3 3 3 3
## 4391 4392 4393 4394 4395 4396 4397 4398 4399 4400 4401 4402 4403
## 3 3 3 3 3 3 3 1 3 2 3 1 3
## 4405 4406 4407 4408 4409 4410 4411 4412 4413 4414 4415 4416 4417
## 3 2 3 3 3 2 3 1 3 3 3 3 3
## 4418 4419 4420 4421 4422 4423 4424 4425 4426 4428 4429 4430 4431
## 3 3 3 3 3 1 3 3 1 1 3 3 1
## 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457
## 3 3 3 3 3 3 3 3 3 3 3 3 1
## 4458 4459 4460 4461 4462 4463 4465 4466 4467 4468 4469 4470 4471
## 2 3 3 3 2 3 3 3 3 3 2 3 3
## 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484
## 1 3 3 3 3 3 3 3 3 2 3 1 3
## 4485 4486 4487 4488 4489 4491 4492 4493 4494 4495 4496 4497 4498
## 3 3 3 1 3 1 1 3 3 3 3 1 2
## 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511
## 3 3 3 3 3 1 3 3 3 2 3 3 3
## 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524
## 1 1 1 3 3 3 3 3 1 3 3 3 1
## 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537
## 2 2 3 3 3 3 1 3 1 3 3 1 3
## 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550
## 2 3 3 3 3 1 3 3 3 3 3 3 3
## 4551 4552 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577
## 3 3 3 3 3 2 1 1 1 3 1 3 1
## 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590
## 3 1 1 3 3 3 3 3 3 3 3 3 3
## 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603
## 3 3 1 3 1 3 3 3 3 3 1 3 1
## 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616
## 3 1 3 1 2 3 1 3 3 3 3 3 3
## 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629
## 1 3 3 2 1 3 3 3 3 2 3 3 3
## 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642
## 3 3 1 1 1 3 3 2 3 2 3 3 3
## 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655
## 3 1 3 3 3 1 1 3 1 3 3 3 3
## 4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668
## 3 3 1 3 1 3 3 3 3 3 3 1 3
## 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681
## 1 1 3 1 2 2 3 1 3 3 3 3 3
## 4682 4683 4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694
## 3 3 3 3 3 3 3 3 1 3 3 2 3
## 4695 4696 4697 4698 4699 4700 4701 4702 4703 4704 4705 4706 4707
## 3 3 1 3 3 3 1 3 3 3 3 3 3
## 4708 4709 4710 4711 4712 4713 4714 4715 4716 4717 4718 4719 4720
## 3 3 3 1 3 3 1 3 3 3 3 3 3
## 4721 4722 4723 4724 4725 4726 4727 4728 4729 4730 4731 4732 4733
## 3 1 1 3 1 3 3 1 1 3 1 3 1
## 4734 4735 4736 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746
## 1 3 2 3 2 3 3 3 3 1 3 3 1
## 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 4757 4758 4759
## 1 1 3 3 3 3 3 3 3 3 2 3 3
## 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769 4770 4771 4772
## 3 1 3 1 1 3 3 3 3 3 3 1 3
## 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783 4784 4785
## 3 1 3 3 3 3 3 3 3 3 3 3 1
## 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797 4798
## 2 3 3 3 3 1 3 1 3 3 3 3 3
## 4799 4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811
## 3 2 3 3 1 3 3 3 1 3 1 1 3
## 4812 4813 4814 4815 4816 4817 4819 4820 4821 4822 4823 4824 4825
## 2 3 3 3 3 3 3 1 3 1 3 3 3
## 4826 4827 4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838
## 3 3 3 1 3 3 3 3 3 3 1 1 3
## 4839 4840 4841 4842 4843 4844 4845 4846 4847 4848 4849 4850 4851
## 3 3 3 3 3 3 3 3 3 2 3 3 3
## 4852 4853 4854 4855 4856 4857 4858 4859 4860 4861 4862 4863 4864
## 3 1 3 3 3 3 1 3 3 3 2 2 3
## 4865 4866 4867 4868 4869 4870 4871 4872 4873 4874 4875 4876 4877
## 2 3 3 3 1 3 3 3 3 1 1 3 1
## 4878 4879 4880 4881 4882 4883 4885 4886 4887 4888 4889 4890 4891
## 3 1 3 3 3 1 3 3 3 2 3 1 1
## 4892 4893 4894 4895 4896 4897 4898 4899 4900 4901 4902 4903 4904
## 1 3 1 3 3 2 1 3 3 3 3 3 3
## 4905 4906 4907 4908 4909 4910 4911 4912 4913 4915 4916 4917 4918
## 3 3 3 1 3 2 3 3 3 3 2 1 1
## 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931
## 3 2 1 3 1 1 2 1 2 1 1 2 1
## 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941 4942 4943 4944
## 3 3 3 3 3 3 3 3 3 3 1 3 3
## 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955 4956 4957
## 1 3 3 1 3 3 3 3 3 1 2 1 3
## 4958 4959 4960 4961 4962 4963 4964 4965 4966 4967 4968 4969 4970
## 3 3 3 3 3 3 3 3 1 3 3 3 1
## 4971 4972 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983
## 3 3 2 3 3 3 3 3 2 1 3 1 1
## 4984 4985 4986 4987 4988 4989 4990 4991 4992 4993 4994 4995 4996
## 3 3 3 3 3 1 2 3 1 3 3 3 3
## 4997 4998 4999 5000 5001 5002 5003 5004 5005 5006 5007 5008 5009
## 3 3 3 3 3 3 1 3 3 3 1 2 3
## 5010 5011 5012 5013 5014 5015 5016 5017 5018 5019 5020 5021 5022
## 1 3 3 3 3 3 2 3 3 3 3 3 3
## 5023 5024 5025 5026 5027 5028 5029 5030 5031 5032 5033 5034 5035
## 1 1 3 3 2 1 1 1 3 3 1 3 3
## 5036 5037 5038 5040 5041 5042 5043 5045 5046 5047 5048 5049 5050
## 3 1 1 3 3 3 3 3 1 3 3 3 3
## 5051 5052 5053 5054 5055 5056 5058 5059 5060 5061 5062 5063 5064
## 3 3 3 3 3 1 1 3 1 3 3 3 3
## 5065 5066 5067 5068 5069 5070 5071 5072 5073 5074 5075 5076 5077
## 3 3 3 3 3 3 3 3 3 1 3 1 3
## 5078 5079 5080 5081 5082 5083 5084 5085 5086 5087 5088 5089 5090
## 1 1 3 3 3 3 3 1 3 3 1 3 1
## 5091 5092 5093 5094 5095 5096 5097 5098 5099 5100 5101 5102 5103
## 3 3 3 3 3 2 2 3 3 3 3 3 3
## 5104 5105 5106 5107 5108 5109 5110 5111 5112 5113 5114 5115 5116
## 3 3 3 3 2 3 2 3 1 3 1 3 3
## 5117 5118 5120 5121 5122 5123 5124 5125 5126 5127 5128 5129 5130
## 3 3 1 3 1 1 3 3 3 3 3 3 1
## 5131 5132 5133 5134 5135 5136 5137 5138 5139 5140 5141 5142 5143
## 1 3 3 2 2 3 3 2 2 3 1 3 3
## 5144 5145 5146 5147 5148 5149 5150 5151 5152 5153 5154 5155 5156
## 3 3 1 3 2 3 3 3 3 3 3 3 2
## 5157 5158 5159 5160 5161 5162 5163 5164 5165 5166 5167 5168 5169
## 2 1 1 3 3 3 3 2 3 1 3 3 1
## 5170 5171 5172 5173 5174 5175 5176 5177 5178 5179 5180 5181 5182
## 1 2 3 3 3 3 2 3 2 3 3 3 3
## 5183 5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 5194 5195
## 3 3 1 3 3 3 3 3 3 3 3 3 3
## 5196 5197 5198 5201 5202 5203 5204 5205 5206 5207 5208 5209 5210
## 3 1 3 3 3 3 3 1 1 3 3 3 2
## 5211 5212 5213 5214 5215 5216 5217 5218 5219 5220 5221 5222 5223
## 1 3 1 3 3 1 3 3 3 3 3 1 3
## 5224 5225 5226 5227 5228 5229 5230 5231 5232 5233 5234 5235 5236
## 3 3 3 3 3 3 2 3 3 3 3 2 3
## 5237 5238 5239 5240 5241 5242 5243 5244 5245 5246 5247 5248 5249
## 3 1 1 3 3 3 1 3 3 1 3 3 3
## 5250 5251 5252 5253 5254 5256 5257 5258 5259 5260 5261 5262 5263
## 3 1 1 3 3 1 2 3 3 1 3 3 3
## 5264 5265 5266 5267 5268 5269 5270 5271 5272 5273 5274 5275 5276
## 1 2 3 3 3 3 3 2 2 3 3 1 1
## 5278 5279 5280 5281 5282 5283 5284 5285 5286 5288 5289 5290 5291
## 1 3 2 3 3 1 3 3 3 3 1 3 2
## 5292 5293 5294 5295 5296 5297 5298 5299 5300 5301 5302 5303 5304
## 2 2 1 3 1 3 3 3 3 1 3 3 3
## 5305 5306 5307 5308 5309 5310 5311 5312 5313 5314 5315 5316 5317
## 3 3 3 3 3 3 3 2 3 3 3 3 3
## 5318 5319 5320 5321 5322 5323 5324 5325 5326 5327 5328 5329 5330
## 3 1 3 3 3 3 2 3 3 3 3 3 3
## 5331 5332 5333 5334 5335 5336 5337 5338 5339 5340 5341 5342 5343
## 2 3 1 3 3 3 3 3 3 3 3 3 3
## 5344 5345 5346 5347 5348 5349 5350 5351 5352 5353 5354 5355 5357
## 3 3 3 3 3 1 1 3 1 3 3 3 3
## 5358 5359 5360 5361 5362 5363 5364 5365 5366 5367 5368 5369 5370
## 2 3 3 1 3 3 1 3 3 3 3 3 3
## 5371 5372 5373 5374 5375 5376 5377 5378 5379 5380 5381 5382 5383
## 1 3 2 3 3 3 3 2 2 2 3 1 3
## 5384 5385 5386 5387 5388 5389 5390 5391 5392 5393 5394 5395 5396
## 3 3 3 2 1 3 3 3 3 3 3 3 3
## 5397 5398 5399 5400 5401 5402 5403 5404 5405 5406 5407 5409 5410
## 3 1 3 3 3 3 3 1 3 2 3 3 3
## 5411 5412 5413 5414 5415 5416 5417 5418 5419 5420 5421 5422 5423
## 1 3 3 3 3 2 3 1 3 1 1 3 3
## 5424 5425 5426 5427 5428 5429 5430 5431 5432 5433 5434 5435 5436
## 3 1 3 3 3 3 3 2 3 2 3 1 3
## 5437 5438 5439 5440 5441 5442 5443 5444 5445 5446 5447 5448 5449
## 3 1 3 3 3 1 3 3 1 3 3 1 3
## 5450 5451 5452 5453 5454 5455 5456 5457 5458 5459 5460 5461 5462
## 1 1 1 3 1 2 3 3 3 1 1 1 3
## 5463 5464 5465 5466 5467 5468 5469 5470 5471 5472 5473 5474 5475
## 3 3 3 3 1 1 3 1 3 3 3 1 3
## 5476 5477 5478 5479 5480 5481 5482 5483 5484 5485 5486 5487 5488
## 1 3 3 3 3 3 3 1 1 1 3 1 2
## 5489 5490 5491 5492 5493 5494 5495 5496 5497 5498 5499 5500 5501
## 3 3 3 1 3 1 1 1 3 1 3 3 1
## 5502 5503 5504 5505 5506 5507 5508 5509 5510 5511 5512 5513 5514
## 3 3 1 2 3 3 3 3 3 1 3 3 3
## 5515 5516 5517 5518 5519 5520 5521 5522 5523 5524 5525 5526 5527
## 3 1 3 1 3 3 1 1 3 3 3 3 3
## 5528 5529 5530 5531 5532 5533 5534 5535 5536 5537 5538 5539 5540
## 3 3 3 1 3 1 1 3 3 3 1 1 3
## 5541 5542 5543 5544 5545 5546 5547 5548 5549 5550 5551 5552 5553
## 3 3 1 3 3 1 1 1 1 1 3 3 3
## 5554 5555 5556 5557 5558 5559 5560 5561 5562 5563 5564 5565 5566
## 3 1 3 3 2 3 3 3 3 1 3 1 3
## 5567 5568 5569 5570 5571 5572 5573 5574 5575 5576 5577 5578 5579
## 3 3 2 3 3 3 3 3 3 3 3 3 3
## 5580 5581 5582 5583 5584 5585 5586 5587 5588 5589 5590 5591 5592
## 3 3 1 3 3 3 3 3 3 1 3 3 3
## 5593 5594 5595 5596 5597 5598 5599 5600 5601 5602 5603 5604 5605
## 3 3 2 3 3 3 1 3 3 2 3 3 3
## 5606 5607 5608 5609 5610 5611 5612 5613 5614 5615 5616 5617 5618
## 3 1 3 3 3 1 3 3 3 3 1 1 1
## 5619 5620 5621 5622 5623 5624 5625 5626 5627 5628 5629 5630 5631
## 3 3 3 3 1 1 1 3 3 3 3 3 1
## 5632 5633 5634 5635 5636 5637 5638 5639 5640 5641 5642 5643 5644
## 1 3 3 1 3 3 3 3 3 3 3 3 3
## 5645 5646 5647 5648 5649 5650 5651 5652 5653 5654 5655 5656 5657
## 3 1 3 3 3 3 3 1 1 3 3 1 3
## 5658 5659 5660 5661 5662 5663 5664 5665 5666 5667 5668 5669 5670
## 2 3 3 3 1 3 3 3 3 3 3 3 2
## 5671 5672 5673 5674 5675 5676 5677 5678 5679 5680 5681 5682 5683
## 3 3 3 3 3 3 3 1 3 1 1 3 3
## 5684 5685 5686 5687 5688 5689 5690 5691 5692 5693 5694 5695 5696
## 3 3 3 3 3 3 3 3 3 3 3 2 3
## 5697 5698 5699 5700 5701 5702 5703 5704 5705 5706 5707 5708 5709
## 3 3 3 3 3 1 1 3 1 3 3 3 3
## 5710 5711 5712 5713 5714 5715 5716 5717 5718 5719 5720 5721 5722
## 1 3 3 3 3 3 3 3 1 1 1 3 3
## 5723 5724 5725 5726 5727 5728 5729 5730 5731 5732 5733 5734 5735
## 3 3 3 2 3 1 3 1 3 3 1 3 3
## 5736 5737 5738 5739 5740 5741 5742 5743 5744 5745 5746 5747 5748
## 3 3 1 3 3 3 1 3 3 1 3 1 3
## 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761
## 3 3 3 3 3 3 3 1 3 3 3 3 3
## 5762 5763 5764 5765 5766 5767 5768 5769 5770 5771 5772 5773 5774
## 3 3 3 1 3 3 1 1 3 3 1 1 1
## 5775 5776 5777 5778 5779 5780 5781 5782 5783 5784 5785 5786 5787
## 1 3 3 3 1 3 3 3 3 3 3 3 3
## 5788 5789 5790 5791 5792 5793 5794 5795 5796 5797 5798 5799 5800
## 3 3 3 3 3 1 3 3 1 3 3 3 1
## 5801 5802 5803 5804 5805 5806 5807 5808 5809 5810 5811 5812 5813
## 2 1 3 3 3 1 3 1 3 1 1 3 3
## 5814 5815 5816 5817 5818 5819 5820 5821 5822 5823 5824 5825 5826
## 3 3 1 3 1 3 3 3 1 1 1 1 1
## 5827 5828 5829 5830 5831 5832 5833 5834 5835 5836 5837 5838 5839
## 2 1 3 1 3 1 3 3 3 3 1 1 3
## 5840 5841 5842 5843 5844 5845 5846 5847 5848 5849 5850 5851 5852
## 3 3 1 3 3 1 1 3 1 3 2 3 3
## 5853 5854 5855 5856 5857 5858 5859 5860 5861 5862 5863 5864 5865
## 3 3 3 1 3 3 3 2 3 3 3 3 3
## 5866 5867 5868 5869 5870 5871 5872 5873 5874 5875 5876 5877 5878
## 3 1 1 3 3 3 3 3 3 1 3 3 3
## 5879 5880 5881 5882 5883 5884 5885 5886 5887 5888 5889 5890 5891
## 1 3 3 3 3 3 2 1 2 3 3 3 1
## 5892 5893 5894 5895 5896 5897 5898 5899 5900 5901 5902 5903 5904
## 3 3 3 1 3 2 3 3 3 3 1 1 1
## 5905 5906 5907 5908 5909 5910 5911 5912 5913 5914 5915 5916 5917
## 3 3 3 2 3 3 3 3 1 3 1 3 3
## 5918 5919 5920 5921 5922 5923 5924 5925 5926 5927 5928 5929 5930
## 1 1 3 3 3 3 3 2 1 3 3 3 1
## 5931 5932 5933 5934 5935 5936 5937 5938 5939 5940 5941 5942 5943
## 1 3 1 2 3 1 1 3 3 1 1 3 3
## 5944 5945 5946 5947 5948 5949 5950 5951 5952 5953 5954 5955 5956
## 1 3 1 3 3 3 2 3 3 3 3 3 2
## 5957 5958 5959 5960 5961 5962 5963 5964 5965 5966 5967 5968 5969
## 3 3 3 3 3 3 3 3 3 3 1 3 3
## 5970 5971 5972 5973 5974 5975 5976 5977 5978 5979 5980 5981 5982
## 1 1 3 3 3 3 3 1 3 1 2 3 3
## 5983 5984 5985 5986 5987 5988 5989 5990 5991 5992 5993 5994 5995
## 3 3 1 3 1 3 3 1 1 3 1 3 3
## 5996 5997 5998 5999 6000 6001 6002 6003 6004 6005 6006 6007 6008
## 3 1 2 1 1 3 1 3 3 3 3 1 1
## 6009 6010 6011 6012 6013 6014 6015 6016 6017 6018 6019 6020 6021
## 3 3 3 1 3 3 3 3 1 3 3 3 3
## 6022 6023 6024 6025 6026 6027 6028 6029 6030 6031 6032 6033 6034
## 3 3 1 1 1 3 3 3 3 3 1 3 3
## 6035 6036 6037 6038 6039 6040 6041 6042 6043 6044 6045 6046 6047
## 3 3 3 3 3 3 3 1 1 3 3 3 1
## 6048 6049 6050 6051 6052 6053 6054 6055 6056 6057 6058 6059 6060
## 3 1 2 3 3 1 3 3 3 3 3 3 3
## 6061 6062 6063 6064 6065 6066 6067 6068 6069 6070 6071 6072 6073
## 1 3 1 3 2 3 3 3 3 1 3 3 3
## 6074 6075 6076 6077 6078 6079 6080 6081 6082 6083 6084 6085 6086
## 3 3 2 3 3 3 3 3 3 3 1 3 1
## 6087 6088 6089 6090 6091 6092 6093 6094 6095 6096 6097 6098 6099
## 3 3 2 3 3 3 3 3 3 1 1 3 3
## 6100 6101 6102 6103 6104 6105 6106 6107 6108 6109 6110 6111 6112
## 3 3 3 1 3 3 1 3 3 3 3 3 3
## 6113 6114 6115 6116 6117 6118 6119 6120 6121 6122 6123 6124 6125
## 3 1 1 3 3 3 3 3 3 3 1 3 3
## 6126 6127 6128 6129 6130 6131 6132 6133 6134 6135 6136 6137 6138
## 3 1 1 3 3 2 3 3 3 3 3 1 3
## 6139 6140 6141 6142 6143 6144 6145 6146 6147 6148 6149 6150 6151
## 3 3 3 3 3 3 3 3 3 2 1 3 3
## 6152 6153 6154 6155 6156 6157 6158 6159 6160 6161 6162 6163 6164
## 1 1 3 2 1 1 3 3 3 1 3 1 3
## 6165 6166 6167 6168 6169 6170 6171 6172 6173 6174 6175 6176 6177
## 3 3 3 1 3 1 1 2 3 3 3 3 1
## 6178 6179 6180 6181 6182 6183 6184 6185 6186 6187 6188 6189 6190
## 1 3 1 3 3 3 3 3 1 1 1 1 2
## 6191 6192 6193 6194 6195 6196 6197 6198 6199 6200 6201 6202 6203
## 1 3 3 1 3 3 3 1 3 1 3 3 3
## 6204 6205 6206 6207 6208 6209 6210 6211 6212 6213 6214 6215 6216
## 3 3 1 3 3 3 1 3 3 3 3 1 1
## 6217 6218 6219 6220 6221 6222 6223 6224 6225 6226 6227 6228 6229
## 3 3 1 1 3 3 3 3 3 1 3 3 3
## 6230 6231 6232 6233 6234 6235 6236 6237 6238 6239 6240 6241 6242
## 3 3 1 2 1 3 1 1 3 3 3 1 3
## 6243 6244 6245 6246 6247 6248 6249 6250 6251 6252 6253 6254 6255
## 3 1 3 3 3 3 1 3 3 1 3 3 3
## 6256 6257 6258 6259 6260 6261 6262 6263 6264 6265 6266 6267 6268
## 1 3 3 3 3 2 3 3 3 1 3 3 3
## 6269 6270 6271 6272 6273 6274 6275 6276 6277 6278 6279 6280 6281
## 2 3 1 3 3 3 3 3 3 3 3 3 3
## 6282 6283 6284 6285 6286 6287 6288 6289 6290 6291 6292 6293 6294
## 3 1 3 1 3 3 1 1 3 3 2 1 3
## 6295 6296 6297 6298 6299 6300 6301 6302 6303 6304 6305 6306 6307
## 3 3 3 3 1 3 3 3 3 3 3 3 3
## 6308 6309 6310 6311 6312 6313 6314 6315 6316 6317 6318 6319 6320
## 3 3 3 3 1 3 1 1 2 1 3 3 1
## 6321 6322 6323 6324 6325 6326 6327 6328 6329 6330 6331 6332 6333
## 1 2 3 1 3 3 1 3 3 3 3 3 3
## 6334 6335 6336 6337 6338 6339 6340 6341 6342 6343 6344 6345 6346
## 1 3 1 3 3 1 3 1 3 2 3 3 3
## 6347 6348 6349 6350 6351 6352 6353 6354 6355 6356 6357 6358 6359
## 3 3 3 1 3 3 3 3 3 1 3 3 3
## 6360 6361 6362 6363 6364 6365 6366 6367 6368 6369 6370 6371 6372
## 1 1 1 1 3 1 3 3 3 3 2 3 3
## 6373 6374 6375 6376 6377 6378 6379 6380 6381 6382 6383 6384 6385
## 3 3 1 2 3 1 3 3 3 3 1 3 3
## 6386 6387 6388 6389 6390 6391 6392 6393 6394 6395 6396 6397 6398
## 1 3 3 3 3 1 3 1 3 1 1 3 3
## 6399 6400 6401 6402 6403 6404 6405 6406 6407 6408 6409 6410 6411
## 1 3 3 3 3 1 3 1 3 1 3 3 3
## 6412 6413 6414 6415 6416 6417 6418 6419 6420 6421 6422 6423 6424
## 3 1 3 3 1 3 2 3 1 1 1 3 3
## 6425 6426 6427 6428 6429 6430 6431 6432 6433 6434 6435 6436 6437
## 1 1 1 3 3 3 1 3 3 3 3 1 3
## 6438 6439 6440 6441 6442 6443 6444 6445 6446 6447 6448 6449 6450
## 3 3 3 1 1 3 3 1 3 3 3 3 3
## 6451 6452 6453 6454 6455 6456 6457 6458 6459 6460 6461 6462 6463
## 1 1 3 3 3 3 1 3 3 3 2 3 1
## 6464 6465 6466 6467 6468 6469 6470 6471 6472 6473 6474 6475 6476
## 3 3 2 3 3 3 3 1 3 3 3 1 2
## 6477 6478 6479 6480 6481 6482 6483 6484 6485 6486 6487 6488 6489
## 1 1 3 3 1 3 3 3 1 1 3 3 3
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## 3 3 3 3 3 3 3 3 3 3 3 3 3
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## 3 3 3 3 1 3 1 1 1 3 3 2 3
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## 3 3 3 3 3 3 2 3 3 3 3 3 3
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## 3 3 3 3 1 3 3 2 3 3 1 3 3
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## 3 3 3 2 3 1 3 3 1 1 3 3 3
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## 3 3 3 3 1 3 3 3 3 3 1 3 1
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## 3 3 3 1 3 3 3 3 3 1 3 3 3
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## 3 3 3 1 3 3 3 3 1 3 3 3 3
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## 3 1 3 3 3 2 1 1 3 3 3 3 3
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## 3 3 3 3 3 1 3 3 3 3 3 3 3
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## 3 3 1 3 3 1 3 3 3 1 3 1 1
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## 3 3 1 3 1 3 1 1 1 3 1 1 3
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## 3 1 3 3 3 3 1 3 1 3 3 1 3
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## 3 3 1 3 3 3 3 1 1 1 2 3 1
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## 3 3 3 3 1 3 3 3 2 3 1 3 3
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## 3 3 3 3 3 3 3 3 1 1 1 3 3
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## 3 1 3 3 3 3 3 3 3 1 3 3 3
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## 3 1 1 1 3 1 1 2 1 3 1 1 3
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## 3 3 3 3 1 1 3 1 1 1 3 1 1
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## 3 3 3 3 3 1 3 3 3 2 1 3 1
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## 3 3 3 3 1 3 3 3 1 1 3 3 1
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## 3 3 1 3 1 3 1 3 1 3 3 3 1
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## 3 3 3 3 3 1 3 3 3 3 3 1 1
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## 3 3 1 3 3 1 3 3 1 1 3 3 1
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## 3 1 1 3 3 1 3 3 3 3 1 3 3
## 7141 7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7153 7154
## 1 2 1 3 1 3 3 3 3 3 3 3 1
## 7155 7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167
## 3 1 1 3 1 3 1 2 3 1 3 3 3
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## 3 3 3 3 3 3 1 1 1 3 3 3 1
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## 1 3 1 3 3 2 3 3 3 1 3 3 3
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## 3 3 3 3 1 3 3 3 1 3 3 1 3
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## 1 1 3 1 2 1 2 3 3 1 3 3 3
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## 3 1 1 3 3 1 3 3 3 3 1 3 1
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## 3 3 1 3 3 1 3 3 3 3 3 3 1
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## 3 3 3 3 3 1 3 1 3 1 3 1 3
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## 1 1 1 3 3 3 3 2 2 1 3 3 1
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## 3 3 3 1 2 2 3 3 3 3 3 1 3
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## 3 3 1 1 2 3 3 1 3 3 3 3 1
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## 1 3 3 1 1 3 3 3 3 3 1 1 3
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## 3 3 3 3 3 3 3 3 2 1 3 3 3
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## 3 3 1 3 1 3 3 3 1 1 1 3 3
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## 3 3 3 1 1 1 3 1 2 3 3 3 1
## 7350 7351 7352 7353 7354 7355 7356 7357 7358 7359 7360 7361 7362
## 1 3 1 1 3 3 3 3 3 3 3 2 3
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## 3 3 3 3 3 3 3 3 1 3 3 3 3
## 7376 7377 7378 7379 7380 7381 7382 7383 7384 7385 7386 7387 7388
## 3 1 1 1 3 3 3 1 3 3 2 1 1
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## 3 3 3 3 1 3 3 3 3 3 1 3 3
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## 3 1 3 3 3 3 3 3 2 1 3 3 1
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## 1 3 3 3 3 3 3 3 1 1 1 3 3
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## 3 1 2 3 3 3 3 1 2 3 3 3 3
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## 3 3 3 3 2 3 3 1 3 3 3 1 3
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## 3 3 3 1 3 1 3 3 1 3 2 3 3
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## 3 1 3 1 3 3 3 1 3 1 2 1 3
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## 3 1 2 1 3 3 1 3 3 3 1 3 1
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## 3 3 1 1 1 1 3 1 3 1 3 3 3
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## 1 1 1 3 3 3 3 3 3 3 3 3 3
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## 3 3 1 3 3 3 1 3 1 3 3 1 3
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## 3 1 3 3 1 3 3 1 1 3 3 3 1
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## 1 1 3 3 3 3 3 1 3 1 3 3 1
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## 1 3 3 3 3 3 1 3 3 1 2 3 1
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## 3 3 3 3 3 3 3 3 3 3 3 1 3
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## 3 3 3 1 3 1 3 3 3 3 3 3 3
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## 3 3 3 3 2 2 2 3 1 1 3 3 3
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## 3 1 3 3 3 3 3 3 3 3 3 3 1
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## 3 1 3 3 3 3 3 1 3 3 3 3 1
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## 1 3 3 1 3 3 2 3 3 3 3 3 3
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## 3 3 3 1 3 3 3 3 3 3 3 3 3
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## 3 3 3 3 1 2 1 1 3 1 1 3 1
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## 3 3 3 3 3 3 1 3 3 3 3 1 3
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## 3 3 3 3 3 1 3 3 3 3 3 3 3
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## 3 3 3 2 3 1 3 1 3 3 3 3 3
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## 3 1 2 3 3 3 3 3 1 1 3 3 3
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## 3 3 3 3 3 1 2 3 3 3 3 3 3
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## 3 3 3 3 1 2 3 3 3 3 3 1 3
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## 3 3 1 3 3 3 3 1 3 1 1 3 3
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## 3 3 1 1 1 2 3 3 1 3 3 3 3
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## 3 3 3 3 3 3 3 1 1 3 3 1 3
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## 1 1 1 3 3 3 3 3 3 3 1 3 3
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## 3 3 3 3 3 3 3 1 3 3 3 2 1
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## 3 3 3 3 3 2 1 3 2 2 3 3 1
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## 3 3 3 1 3 3 2 3 3 3 3 3 3
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## 3 3 3 2 3 1 3 3 1 1 3 1 3
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## 3 1 3 3 3 1 2 3 2 3 3 3 3
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## 3 3 1 3 3 3 3 3 1 3 1 3 3
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## 3 3 2 2 3 3 3 1 3 3 3 1 3
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## 3 3 3 3 3 1 3 3 3 3 3 3 3
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## 3 3 3 1 3 3 3 3 3 3 1 3 2
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## 3 3 3 3 1 1 2 3 3 3 3 3 1
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## 3 1 1 3 3 3 3 3 2 3 3 3 1
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## 1 3 3 1 3 3 1 3 3 2 3 3 1
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## 3 1 1 3 3 1 3 3 3 3 3 3 3
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## 3 3 1 3 3 1 3 3 2 3 3 1 1
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## 3 1 3 3 1 1 3 3 3 3 2 3 3
## 8001 8002 8003 8004 8005 8006 8007 8008 8009 8010 8011 8012 8013
## 1 2 3 1 3 3 1 3 3 3 3 2 3
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## 3 3 3 3 3 3 3 3 2 3 1 3 3
## 8027 8028 8029 8030 8031 8032 8033 8034 8035 8036 8037 8038 8039
## 3 3 3 3 3 3 3 1 1 3 3 1 3
## 8040 8041 8042 8043 8044 8045 8046 8047 8048 8049 8050 8051 8052
## 1 3 3 3 3 3 3 3 3 2 3 3 3
## 8053 8054 8055 8056 8057 8058 8059 8060 8061 8062 8063 8064 8065
## 2 3 3 3 3 1 3 1 3 3 3 3 2
## 8066 8067 8068 8069 8070 8071 8072 8073 8074 8075 8076 8077 8078
## 3 3 2 3 2 3 3 3 3 2 3 3 3
## 8079 8080 8081 8082 8083 8084 8085 8086 8087 8088 8089 8090 8091
## 3 2 1 3 3 3 3 3 3 3 3 3 3
## 8092 8093 8094 8095 8096 8097 8098 8099 8100 8101 8102 8103 8104
## 3 3 3 3 3 1 3 1 3 3 1 3 3
## 8105 8106 8107 8108 8109 8110 8111 8112 8113 8114 8115 8116 8117
## 1 3 2 1 3 3 3 3 3 1 1 1 3
## 8118 8119 8120 8121 8122 8123 8124 8125 8126 8127 8128 8129 8130
## 3 3 3 1 1 1 3 1 3 3 3 3 3
## 8131 8132 8133 8134 8135 8136 8137 8138 8139 8140 8141 8142 8143
## 1 3 3 2 3 1 3 3 3 3 3 3 3
## 8144 8145 8146 8147 8148 8149 8150 8151 8152 8153 8154 8155 8156
## 3 3 3 3 2 3 1 3 1 1 3 3 3
## 8157 8158 8159 8160 8161 8162 8163 8164 8165 8166 8167 8168 8169
## 3 3 3 3 3 1 3 3 3 3 2 3 3
## 8170 8171 8172 8173 8174 8175 8176 8177 8178 8179 8180 8181 8182
## 3 1 3 3 3 1 3 3 1 1 3 3 3
## 8183 8184 8185 8186 8187 8188 8189 8190 8191 8192 8193 8194 8195
## 1 3 3 1 1 1 3 2 3 1 1 3 1
## 8196 8197 8198 8199 8200 8201 8202 8203 8204 8205 8206 8207 8208
## 2 3 3 3 3 1 3 3 3 3 3 3 1
## 8209 8210 8211 8212 8213 8214 8215 8216 8217 8218 8219 8220 8221
## 3 1 3 3 3 3 3 3 3 1 3 3 3
## 8222 8223 8224 8225 8226 8227 8228 8229 8230 8231 8232 8233 8234
## 2 3 3 2 3 3 2 3 1 3 1 3 3
## 8235 8236 8237 8238 8239 8240 8241 8242 8243 8244 8245 8246 8247
## 3 3 3 3 3 3 1 3 2 3 1 3 3
## 8248 8249 8250 8251 8252 8253 8254 8255 8256 8257 8258 8259 8260
## 2 1 2 3 3 3 3 3 3 3 3 3 1
## 8261 8262 8263 8264 8265 8266 8267 8268 8269 8270 8271 8272 8273
## 3 3 3 3 3 3 3 1 3 3 3 3 3
## 8274 8275 8276 8277 8278 8279 8280 8281 8282 8283 8284 8285 8286
## 3 3 1 3 3 3 3 3 3 3 3 3 3
## 8287 8288 8289 8290 8291 8292 8293 8294 8295 8296 8297 8298 8299
## 1 3 3 3 1 3 3 3 3 3 3 3 3
## 8300 8301 8302 8303 8304 8305 8306 8307 8308 8309 8310 8311 8312
## 1 3 3 3 3 3 3 3 2 3 3 1 3
## 8313 8314 8315 8316 8317 8318 8319 8320 8321 8322 8323 8324 8325
## 1 1 3 2 2 3 2 3 1 3 3 3 1
## 8326 8327 8328 8329 8330 8331 8332 8333 8334 8335 8336 8337 8338
## 1 3 3 1 3 3 3 3 1 3 3 3 3
## 8339 8340 8341 8342 8343 8344 8345 8346 8347 8348 8349 8350 8351
## 3 1 1 1 3 3 3 3 3 3 3 3 3
## 8352 8353 8354 8355 8356 8357 8358 8359 8360 8361 8362 8363 8364
## 3 3 3 3 3 1 3 3 3 3 3 3 3
## 8365 8366 8367 8368 8369 8370 8371 8372 8373 8374 8375 8376 8377
## 3 3 3 2 1 3 1 3 3 1 3 3 3
## 8378 8379 8380 8381 8382 8383 8384 8385 8386 8387 8388 8389 8390
## 3 3 3 3 3 3 3 3 3 3 3 3 1
## 8391 8392 8393 8394 8395 8396 8397 8398 8399 8400 8401 8402 8403
## 3 3 3 1 3 3 3 3 1 1 1 3 3
## 8404 8405 8406 8407 8408 8409 8410 8411 8412 8413 8414 8415 8416
## 3 3 3 3 1 1 3 3 3 3 3 3 1
## 8417 8418 8419 8420 8421 8422 8423 8424 8425 8426 8427 8428 8429
## 3 3 3 3 3 3 3 3 3 3 3 1 3
## 8430 8431 8432 8433 8434 8435 8436 8437 8438 8439 8440 8441 8442
## 3 2 1 3 3 2 3 1 3 3 1 1 1
## 8443 8444 8445 8446 8447 8448 8449 8450 8451 8452 8453 8454 8455
## 1 3 3 3 1 3 3 3 3 3 3 3 3
## 8456 8457 8458 8459 8460 8461 8462 8463 8464 8465 8466 8467 8468
## 3 3 3 3 3 3 2 3 1 3 3 3 1
## 8469 8470 8471 8472 8473 8474 8475 8476 8477 8478 8479 8480 8481
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 8482 8483 8484 8485 8486 8487 8488 8489 8490 8491 8492 8493 8494
## 1 1 3 2 3 3 3 3 1 3 2 3 3
## 8495 8496 8497 8498 8499 8500 8501 8502 8503 8504 8505 8506 8507
## 3 1 3 3 1 3 3 3 3 3 3 3 3
## 8508 8509 8510 8511 8512 8513 8514 8515 8516 8517 8518 8519 8520
## 3 3 3 1 1 1 1 3 3 1 1 3 3
## 8521 8522 8523 8524 8525 8526 8527 8528 8529 8530 8531 8532 8533
## 3 3 3 3 1 3 3 3 1 1 3 2 3
## 8534 8535 8536 8537 8538 8539 8540 8541 8542 8543 8544 8546 8547
## 3 3 3 2 3 3 3 3 3 1 3 3 3
## 8548 8549 8550 8551 8552 8553 8554 8555 8556 8557 8558 8559 8560
## 3 3 2 3 1 3 3 3 3 3 3 3 3
## 8561 8562 8563 8564 8565 8566 8567 8568 8569 8570 8571 8572 8573
## 3 3 1 3 3 1 3 3 3 3 1 3 3
## 8574 8575 8576 8577 8578 8579 8580 8581 8582 8583 8584 8585 8586
## 3 3 3 1 3 3 3 3 3 3 3 3 3
## 8587 8588 8589 8590 8591 8592 8593 8594 8595 8596 8597 8598 8599
## 3 1 3 1 3 3 3 3 3 3 3 1 3
## 8600 8601 8602 8603 8604 8605 8606 8607 8608 8609 8610 8611 8612
## 3 3 1 3 1 3 3 3 1 3 1 1 3
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## 3 3 3 3 3 3 3 3 3 3 3 3 3
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## 3 3 3 3 1 3 3 3 1 3 1 2 3
## 8639 8640 8641 8642 8643 8644 8645 8646 8647 8648 8649 8650 8651
## 1 1 3 2 3 2 1 1 3 3 3 3 2
## 8652 8653 8654 8655 8656 8657 8658 8659 8660 8661 8662 8663 8664
## 2 1 3 2 3 2 1 1 3 1 2 3 3
## 8665 8666 8667 8668 8669 8670 8671 8672 8673 8674 8675 8676 8677
## 3 1 1 3 2 3 3 3 3 3 3 3 1
## 8678 8679 8680 8681 8682 8683 8684 8685 8686 8687 8688 8689 8690
## 3 3 3 3 3 3 1 2 3 3 3 3 3
## 8691 8692 8693 8694 8695 8696 8697 8698 8699 8700 8701 8702 8703
## 3 3 3 2 3 1 1 3 3 3 2 3 3
## 8704 8705 8706 8707 8708 8709 8710 8711 8712 8713 8714 8715 8716
## 3 3 3 3 3 3 3 1 3 1 1 1 3
## 8717 8718 8719 8720 8721 8722 8723 8724 8725 8726 8727 8728 8729
## 3 3 1 1 3 3 3 3 3 3 1 3 3
## 8730 8731 8732 8733 8734 8735 8736 8737 8738 8739 8740 8741 8742
## 3 3 3 2 3 3 3 3 3 3 1 3 3
## 8743 8744 8745 8746 8747 8748 8749 8750 8751 8752 8753 8754 8755
## 2 3 2 1 1 3 3 3 1 3 2 2 3
## 8756 8757 8758 8759 8760 8761 8762 8763 8764 8765 8766 8767 8768
## 3 1 3 3 2 1 3 3 3 3 1 2 2
## 8769 8770 8771 8772 8773 8774 8775 8776 8777 8778 8779 8780 8781
## 1 3 3 1 3 3 3 3 3 3 3 1 1
## 8782 8783 8784 8785 8786 8787 8788 8789 8790 8791 8792 8793 8794
## 3 3 3 3 3 3 1 3 1 2 3 3 1
## 8795 8796 8797 8798 8799 8800 8801 8802 8803 8804 8805 8806 8807
## 3 1 3 3 3 3 3 2 3 3 3 3 3
## 8808 8809 8810 8811 8812 8813 8814 8815 8816 8817 8818 8819 8820
## 3 1 1 3 3 3 1 1 3 3 1 1 3
## 8821 8822 8823 8824 8825 8826 8827 8828 8829 8830 8831 8832 8833
## 1 1 3 3 3 3 1 3 2 3 3 3 3
## 8834 8835 8836 8837 8838 8839 8840 8841 8842 8843 8844 8845 8846
## 3 3 1 3 3 3 1 3 3 1 1 1 1
## 8847 8848 8849 8850 8851 8852 8853 8854 8855 8856 8857 8858 8859
## 3 1 2 3 1 1 1 3 1 3 1 1 3
## 8860 8861 8862 8863 8864 8865 8866 8867 8868 8869 8870 8871 8872
## 3 3 3 3 3 1 3 3 3 2 1 3 3
## 8873 8874 8875 8876 8877 8878 8879 8880 8881 8882 8883 8884 8885
## 1 2 3 3 1 3 3 1 1 2 2 3 3
## 8886 8887 8888 8889 8890 8891 8892 8893 8894 8895 8896 8897 8898
## 3 1 3 3 3 3 3 3 3 1 3 3 3
## 8899 8900 8901 8902 8903 8904 8905 8906 8907 8908 8909 8910 8911
## 3 1 3 1 3 2 3 1 3 3 3 3 3
## 8912 8913 8914 8915 8916 8917 8918 8919 8920 8921 8922 8923 8924
## 3 2 1 2 3 1 3 3 1 3 3 3 3
## 8925 8926 8927 8928 8929 8930 8931 8932 8933 8934 8935 8936 8937
## 3 3 1 3 3 3 3 1 3 3 1 3 3
## 8938 8939 8940 8941 8942 8943 8944 8945 8946 8947 8948 8949 8950
## 3 2 3 3 3 1 2 3 1 3 3 3 3
## 8951 8952 8953 8954 8955 8956 8957 8958 8959 8960 8961 8962 8963
## 3 1 3 1 3 1 1 1 3 3 3 1 3
## 8964 8965 8966 8967 8968 8969 8970 8971 8972 8973 8974 8975 8976
## 3 1 1 1 2 3 3 2 2 3 3 1 3
## 8977 8978 8979 8980 8981 8982 8983 8984 8985 8986 8987 8988 8989
## 3 3 2 2 3 3 3 3 1 3 3 3 3
## 8990 8991 8992 8993 8994 8995 8996 8997 8998 8999 9000 9001 9002
## 3 3 3 2 3 3 3 3 3 3 3 2 3
## 9003 9004 9005 9006 9007 9008 9009 9010 9011 9012 9013 9014 9015
## 2 3 3 3 3 2 1 1 3 3 3 3 3
## 9016 9017 9018 9019 9020 9021 9022 9023 9024 9025 9026 9027 9028
## 3 1 3 3 3 3 3 3 1 1 3 3 3
## 9029 9030 9031 9032 9033 9034 9035 9036 9037 9038 9039 9040 9041
## 3 1 3 3 3 1 3 3 1 1 3 3 3
## 9042 9043 9044 9045 9046 9047 9048 9049 9050 9051 9052 9053 9054
## 3 3 3 3 3 2 3 1 2 3 3 1 3
## 9055 9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067
## 3 2 3 3 3 3 2 3 3 3 3 3 3
## 9068 9069 9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080
## 1 3 1 3 3 3 3 3 1 3 1 3 1
## 9081 9082 9083 9084 9085 9086 9087 9088 9089 9090 9091 9092 9093
## 3 1 3 1 1 1 3 3 1 3 3 3 3
## 9094 9095 9096 9097 9098 9099 9100 9101 9102 9103 9104 9105 9106
## 1 1 3 1 3 3 3 3 3 3 3 3 3
## 9107 9108 9109 9110 9111 9112 9113 9114 9115 9116 9117 9118 9119
## 3 3 3 3 1 3 1 3 3 1 3 1 3
## 9120 9121 9122 9123 9124 9125 9126 9127 9128 9129 9130 9131 9132
## 3 3 3 3 3 3 3 3 3 3 2 3 3
## 9133 9134 9135 9136 9137 9138 9139 9140 9141 9142 9143 9144 9145
## 3 3 3 3 3 3 3 3 1 3 3 1 3
## 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155 9156 9157 9158
## 3 3 3 3 1 3 3 3 3 1 3 3 3
## 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169 9170 9171
## 3 3 3 1 3 3 3 3 1 2 3 3 3
## 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183 9184
## 3 3 3 1 3 3 1 3 3 2 3 3 3
## 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197
## 3 3 3 2 3 3 3 3 3 3 3 3 3
## 9198 9199 9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210
## 3 3 3 3 1 1 1 3 1 3 1 1 3
## 9211 9212 9213 9214 9215 9216 9217 9218 9219 9220 9221 9222 9223
## 3 3 3 3 1 1 1 3 3 1 3 1 2
## 9224 9225 9226 9227 9228 9229 9230 9231 9232 9233 9234 9235 9236
## 3 3 3 3 3 3 3 3 3 3 3 1 3
## 9237 9238 9239 9240 9241 9242 9243 9244 9245 9246 9247 9248 9249
## 1 3 3 3 3 1 3 1 1 3 3 2 3
## 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262
## 3 3 3 1 3 1 3 3 3 1 3 3 3
## 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275
## 3 3 1 3 3 3 3 3 3 1 3 3 1
## 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288
## 3 2 1 1 1 1 3 3 3 1 3 3 3
## 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301
## 3 3 3 3 3 3 3 2 1 3 3 3 3
## 9302 9303 9304 9305 9306 9308 9309 9310 9311 9312 9313 9314 9315
## 3 3 3 3 3 3 3 3 1 3 1 1 3
## 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328
## 3 3 3 1 3 2 3 3 3 3 3 1 3
## 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341
## 3 3 3 3 3 3 3 3 3 3 3 1 3
## 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354
## 3 2 3 3 2 1 3 3 3 3 1 3 3
## 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367
## 3 3 3 3 1 3 1 3 3 3 3 2 3
## 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380
## 1 3 1 3 3 3 3 1 1 3 3 3 3
## 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393
## 1 3 3 3 2 3 1 1 3 3 3 1 1
## 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406
## 1 3 3 3 3 3 3 3 1 3 3 2 3
## 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419
## 2 3 3 3 3 1 1 3 3 3 2 3 3
## 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432
## 3 3 3 3 3 3 3 3 3 1 3 3 1
## 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445
## 3 3 3 2 3 3 1 3 1 3 3 3 3
## 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458
## 3 3 2 1 1 3 3 3 3 1 3 1 3
## 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471
## 1 2 3 3 3 3 2 3 3 3 1 3 1
## 9472 9473 9474 9475 9476 9477 9478 9479 9480 9481 9482 9483 9484
## 3 3 2 3 3 3 3 1 3 1 3 2 3
## 9485 9486 9487 9488 9489 9490 9491 9492 9493 9494 9496 9497 9498
## 3 1 3 3 1 3 3 3 1 3 1 3 3
## 9499 9500 9501 9502 9503 9504 9505 9506 9507 9508 9509 9510 9511
## 3 3 3 1 3 3 2 3 3 3 3 3 3
## 9512 9513 9514 9515 9516 9517 9518 9519 9520 9521 9522 9523 9524
## 1 1 1 3 3 3 3 3 2 3 1 3 1
## 9525 9526 9527 9528 9529 9530 9531 9532 9533 9534 9535 9536 9537
## 3 3 1 1 3 3 1 3 3 3 3 3 3
## 9538 9539 9540 9541 9542 9543 9544 9545 9546 9547 9548 9549 9550
## 3 3 3 3 3 3 3 3 3 2 2 3 3
## 9551 9553 9554 9555 9556 9557 9558 9559 9560 9561 9562 9563 9564
## 3 2 3 3 3 3 2 1 3 1 2 3 3
## 9565 9566 9567 9568 9570 9571 9572 9573 9574 9575 9576 9577 9578
## 3 3 3 3 2 1 3 3 3 3 3 3 2
## 9579 9580 9581 9583 9584 9585 9586 9587 9588 9589 9590 9591 9592
## 3 2 3 3 3 3 3 3 3 3 3 3 3
## 9593 9594 9595 9596 9597 9598 9599 9600 9601 9602 9603 9604 9605
## 3 3 1 3 3 3 3 3 2 3 1 3 3
## 9606 9607 9608 9609 9610 9611 9612 9613 9614 9615 9616 9617 9618
## 3 3 1 3 1 3 3 1 3 3 3 3 3
## 9619 9620 9621 9622 9623 9624 9625 9626 9627 9628 9629 9630 9631
## 1 3 3 3 3 3 3 3 3 3 3 3 3
## 9632 9633 9634 9635 9636 9637 9638 9639 9640 9641 9642 9643 9644
## 2 3 3 3 3 3 3 3 3 3 3 3 3
## 9645 9646 9647 9648 9649 9650 9651 9652 9653 9654 9655 9656 9657
## 3 3 3 3 3 1 3 1 1 3 3 1 3
## 9658 9659 9660 9661 9662 9663 9664 9665 9666 9667 9668 9669 9670
## 3 1 3 3 3 3 3 3 3 2 1 1 3
## 9671 9672 9673 9674 9675 9676 9677 9678 9679 9680 9681 9682 9683
## 3 3 3 2 3 3 3 1 3 3 3 1 3
## 9684 9685 9686 9687 9688 9689 9690 9691 9692 9693 9694 9695 9696
## 3 1 3 3 1 3 3 3 3 3 1 2 3
## 9697 9698 9699 9700 9701 9702 9703 9704 9705 9706 9707 9708 9709
## 3 1 3 3 1 3 3 3 1 3 3 3 3
## 9710 9711 9712 9713 9714 9715 9716 9717 9718 9720 9721 9722 9723
## 3 3 2 3 3 3 2 1 1 3 3 1 1
## 9724 9725 9726 9727 9728 9729 9730 9731 9732 9733 9734 9735 9736
## 1 1 3 3 3 1 1 3 3 3 3 3 3
## 9737 9738 9739 9740 9741 9742 9743 9744 9745 9746 9747 9748 9749
## 3 1 3 3 3 3 1 3 3 3 3 3 3
## 9750 9751 9752 9753 9754 9755 9756 9757 9758 9759 9760 9761 9762
## 3 3 3 3 3 1 3 3 3 3 1 3 3
## 9763 9764 9765 9766 9767 9768 9769 9771 9772 9773 9774 9775 9776
## 3 3 3 3 3 3 3 1 1 3 1 3 3
## 9777 9778 9779 9780 9781 9782 9783 9784 9785 9786 9787 9788 9789
## 2 3 3 3 3 2 1 3 3 3 3 1 1
## 9790 9791 9792 9793 9794 9795 9796 9797 9798 9799 9800 9801 9802
## 3 1 3 3 1 3 1 3 3 3 3 1 3
## 9803 9804 9805 9806 9807 9808 9809 9810 9811 9812 9813 9814 9815
## 3 3 3 2 1 3 1 3 3 3 3 3 3
## 9816 9817 9818 9819 9820 9821 9822 9823 9824 9825 9826 9827 9828
## 3 3 1 3 2 3 3 1 3 3 3 1 3
## 9829 9830 9831 9832 9833 9834 9835 9836 9837 9838 9839 9840 9841
## 2 3 2 3 3 3 2 3 3 3 3 3 3
## 9842 9843 9844 9845 9846 9847 9848 9849 9850 9851 9852 9853 9854
## 2 3 3 1 3 3 1 1 3 1 3 3 3
## 9855 9856 9857 9858 9859 9860 9861 9862 9863 9864 9865 9866 9867
## 3 3 3 3 3 3 3 2 3 1 2 3 1
## 9868 9869 9870 9871 9872 9873 9874 9875 9876 9877 9878 9880 9881
## 1 3 3 1 3 3 3 3 1 3 3 1 3
## 9882 9883 9884 9885 9886 9887 9888 9889 9890 9891 9892 9893 9894
## 1 1 3 3 1 3 3 3 3 3 3 3 3
## 9895 9896 9897 9898 9899 9900 9901 9902 9903 9904 9905 9906 9907
## 3 3 2 3 1 1 3 1 3 3 3 1 1
## 9909 9910 9911 9912 9913 9914 9915 9916 9917 9918 9919 9920 9921
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 9922 9923 9924 9925 9926 9927 9928 9929 9930 9931 9932 9933 9934
## 3 1 3 3 3 3 3 2 3 1 3 1 1
## 9935 9936 9937 9938 9939 9940 9941 9942 9943 9944 9945 9946 9947
## 3 3 2 2 3 3 1 3 3 2 2 3 3
## 9948 9949 9950 9951 9952 9953 9954 9955 9956 9957 9958 9959 9960
## 1 2 2 3 3 3 3 1 1 1 1 3 1
## 9961 9962 9963 9964 9965 9966 9967 9968 9969 9970 9971 9972 9973
## 3 3 3 3 3 3 3 3 3 3 2 3 1
## 9974 9975 9976 9977 9978 9979 9980 9981 9982 9983 9984 9985 9986
## 3 3 3 3 3 3 3 2 1 3 3 3 3
## 9987 9988 9989 9990 9991 9992 9993 9994 9995 9996 9997 9998 9999
## 3 3 1 3 1 1 3 2 3 3 3 3 3
## 10000 10001 10002 10003 10004 10005 10006 10007 10008 10009 10010 10011 10012
## 3 3 3 3 1 3 3 1 3 1 2 3 3
## 10013 10014 10015 10016 10017 10018 10019 10020 10021 10022 10023 10024 10025
## 3 3 3 3 3 1 3 3 3 1 3 3 1
## 10026 10027 10028 10029 10030 10031 10032 10033 10034 10035 10036 10037 10038
## 3 3 3 3 3 3 3 3 3 3 3 3 2
## 10039 10040 10041 10042 10043 10044 10045 10046 10047 10048 10049 10050 10051
## 3 3 1 3 1 3 3 1 3 3 1 3 3
## 10052 10053 10054 10055 10056 10057 10058 10059 10060 10061 10062 10063 10064
## 3 3 3 3 1 3 3 3 3 2 2 3 3
## 10065 10066 10067 10068 10069 10070 10071 10072 10073 10074 10075 10076 10077
## 1 3 3 1 3 3 3 1 3 3 3 3 3
## 10078 10079 10080 10081 10082 10083 10084 10085 10086 10087 10088 10089 10090
## 1 3 3 3 1 3 3 3 1 2 3 1 3
## 10091 10092 10093 10094 10095 10096 10097 10098 10099 10100 10101 10102 10103
## 3 3 3 2 3 3 3 1 3 3 3 3 3
## 10104 10105 10106 10107 10108 10109 10110 10111 10112 10113 10114 10115 10116
## 3 1 3 3 3 1 1 3 3 3 3 3 2
## 10117 10118 10119 10120 10121 10122 10123 10124 10125 10126 10127 10128 10129
## 1 3 3 1 1 3 3 3 3 3 3 1 3
## 10130 10131 10132 10133 10134 10135 10136 10137 10138 10139 10140 10141 10142
## 3 3 3 1 3 3 3 1 3 3 3 3 1
## 10143 10144 10145 10146 10148 10149 10150 10151 10152 10153 10154 10155 10156
## 3 3 1 3 1 3 3 3 1 3 3 3 3
## 10157 10158 10159 10160 10161 10162 10163 10164 10165 10166 10167 10168 10169
## 3 3 3 3 3 3 3 3 3 2 2 3 3
## 10170 10171 10172 10173 10174 10175 10176 10177 10178 10179 10180 10181 10182
## 1 3 3 3 1 1 1 3 3 1 3 1 1
## 10183 10184 10185 10186 10187 10188 10189 10190 10191 10192 10193 10194 10195
## 3 3 3 3 3 3 1 1 3 3 2 3 3
## 10196 10197 10198 10199 10200 10201 10202 10203 10204 10205 10206 10207 10208
## 3 3 1 3 3 3 1 3 3 3 3 3 3
## 10209 10210 10211 10212 10213 10214 10215 10216 10217 10218 10219 10220 10221
## 3 3 3 3 3 3 3 1 3 3 3 3 1
## 10222 10224 10225 10226 10227 10228 10229 10230 10231 10232 10233 10234 10235
## 3 1 3 3 3 3 3 3 3 2 3 1 3
## 10236 10237 10238 10239 10240 10241 10242 10243 10244 10245 10246 10247 10248
## 3 3 3 1 2 3 3 3 3 3 3 3 3
## 10249 10250 10251 10252 10253 10254 10255 10256 10257 10258 10259 10260 10261
## 1 3 2 3 3 3 3 1 1 3 3 1 1
## 10262 10263 10264 10265 10266 10267 10268 10269 10271 10272 10273 10274 10275
## 2 3 3 1 3 3 3 3 1 3 3 3 3
## 10276 10277 10278 10279 10280 10281 10282 10283 10284 10285 10286 10287 10288
## 2 3 3 3 3 1 1 2 2 3 1 3 3
## 10289 10290 10291 10292 10293 10294 10295 10296 10297 10298 10299 10300 10301
## 3 3 3 3 1 3 3 3 3 3 3 3 1
## 10302 10303 10304 10305 10306 10307 10308 10309 10310 10311 10312 10313 10314
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 10315 10316 10317 10318 10319 10320 10321 10322 10323 10324 10325 10326 10327
## 3 3 3 1 3 3 1 3 1 3 1 1 3
## 10328 10329 10330 10331 10332 10333 10334 10335 10336 10337 10338 10339 10340
## 1 1 3 3 1 3 3 1 3 3 2 3 3
## 10341 10342 10343 10344 10345 10346 10347 10348 10349 10350 10351 10352 10353
## 3 2 3 3 3 3 3 3 1 3 1 1 3
## 10354 10355 10356 10357 10358 10359 10360 10361 10362 10363 10364 10365 10366
## 3 3 1 1 3 1 3 3 3 3 3 3 3
## 10367 10368 10369 10370 10371 10372 10373 10374 10375 10376 10377 10378 10379
## 3 3 3 3 3 1 3 3 3 2 3 3 3
## 10380 10381 10382 10383 10384 10385 10386 10387 10388 10389 10390 10391 10392
## 3 3 3 1 3 3 3 3 3 1 1 1 3
## 10393 10394 10395 10396 10397 10398 10399 10400 10401 10402 10403 10404 10405
## 3 3 3 3 3 3 3 3 3 3 1 3 3
## 10406 10407 10408 10409 10410 10411 10412 10413 10414 10415 10416 10417 10418
## 3 3 3 3 3 3 1 3 3 3 3 3 1
## 10419 10420 10421 10422 10423 10424 10425 10426 10427 10428 10429 10430 10431
## 3 3 3 3 1 3 3 1 3 3 1 3 3
## 10432 10433 10434 10435 10436 10437 10438 10439 10440 10441 10442 10443 10444
## 3 3 3 3 3 3 3 3 3 3 3 3 1
## 10445 10446 10447 10448 10449 10450 10451 10452 10453 10454 10455 10456 10457
## 3 1 3 3 3 3 3 3 3 3 3 3 3
## 10458 10459 10460 10461 10462 10463 10464 10465 10466 10467 10468 10469 10470
## 1 3 1 3 3 3 3 3 3 1 2 3 3
## 10471 10472 10473 10474 10475 10476 10477 10478 10479 10480 10481 10482 10483
## 3 3 3 2 3 1 2 3 1 3 3 3 3
## 10484 10485 10486 10487 10488 10489 10490 10491 10492 10493 10494 10495 10496
## 1 3 3 3 1 3 3 3 3 3 3 3 1
## 10497 10498 10499 10500 10501 10502 10503 10504 10505 10506 10507 10508 10509
## 3 3 3 3 3 2 1 3 3 3 2 3 2
## 10510 10511 10512 10513 10514 10515 10516 10517 10518 10519 10520 10521 10522
## 3 3 3 1 3 3 1 3 3 3 1 3 3
## 10523 10524 10525 10526 10527 10528 10529 10530 10531 10532 10533 10534 10535
## 3 3 1 3 3 3 3 3 3 2 3 3 2
## 10536 10537 10538 10539 10540 10541 10542 10543 10544 10545 10546 10547 10548
## 3 1 3 3 3 3 3 3 1 3 3 3 1
## 10549 10550 10551 10552 10553 10554 10555 10556 10557 10558 10559 10560 10561
## 1 3 1 3 3 3 3 3 3 1 3 3 3
## 10562 10563 10564 10565 10566 10567 10568 10569 10570 10571 10572 10574 10575
## 3 1 1 3 1 1 3 3 2 1 1 3 3
## 10576 10577 10578 10579 10580 10581 10582 10583 10584 10585 10586 10587 10588
## 3 3 2 1 3 2 1 1 3 3 1 3 1
## 10589 10590 10591 10592 10593 10594 10595 10596 10597 10598 10599 10600 10601
## 3 3 3 3 3 3 3 3 3 1 3 1 3
## 10602 10603 10604 10605 10606 10607 10608 10609 10610 10611 10612 10613 10614
## 3 1 3 3 2 3 3 3 3 1 3 3 3
## 10615 10616 10617 10618 10619 10620 10621 10622 10623 10624 10625 10626 10627
## 3 3 3 3 1 3 3 3 3 3 3 3 3
## 10628 10629 10630 10631 10633 10634 10635 10636 10637 10638 10639 10640 10641
## 1 3 3 3 1 1 3 3 3 3 3 3 3
## 10642 10643 10644 10645 10646 10647 10648 10649 10650 10651 10652 10653 10654
## 1 3 3 3 1 3 1 3 1 1 1 3 2
## 10655 10656 10657 10658 10659 10660 10661 10662 10663 10664 10665 10666 10667
## 1 3 3 3 3 3 3 3 3 3 3 3 3
## 10668 10669 10670 10671 10672 10673 10674 10675 10676 10677 10678 10679 10680
## 3 3 3 3 3 3 3 3 2 3 3 3 3
## 10681 10682 10683 10684 10685 10686 10687 10688 10689 10690 10691 10692 10693
## 3 2 3 3 3 3 3 1 3 3 3 2 3
## 10694 10695 10696 10697 10698 10699 10700 10701 10702 10703 10704 10705 10706
## 2 3 2 3 1 1 3 1 3 3 1 1 3
## 10707 10708 10709 10710 10711 10712 10713 10714 10715 10716 10717 10718 10719
## 1 3 3 3 3 3 3 3 3 3 3 3 3
## 10720 10721 10722 10723 10724 10725 10726 10727 10728 10729 10730 10731 10732
## 3 3 3 1 1 3 3 1 3 3 1 1 3
## 10733 10734 10735 10736 10737 10738 10739 10740 10741 10742 10743 10744 10745
## 3 1 3 3 3 3 3 3 1 3 3 3 3
## 10746 10747 10748 10749 10750 10751 10753 10754 10755 10756 10757 10758 10759
## 3 3 1 3 1 3 3 3 3 1 1 1 3
## 10760 10761 10762 10763 10764 10765 10766 10767 10768 10769 10770 10771 10772
## 3 1 3 1 2 3 3 3 3 3 1 3 1
## 10773 10774 10775 10776 10777 10778 10779 10780 10781 10782 10783 10784 10785
## 3 3 1 1 3 3 3 1 3 2 1 2 3
## 10786 10787 10788 10789 10790 10791 10792 10793 10794 10795 10797 10798 10799
## 3 3 3 3 2 3 1 2 1 2 3 3 3
## 10800 10801 10802 10803 10804 10805 10806 10807 10808 10809 10810 10811 10812
## 3 1 3 3 3 3 3 3 3 3 3 3 1
## 10813 10814 10815 10816 10817 10818 10819 10820 10821 10822 10823 10824 10825
## 3 3 3 3 3 3 3 3 3 3 3 3 1
## 10826 10827 10828 10829 10830 10831 10832 10833 10834 10835 10836 10837 10838
## 3 3 3 3 3 3 2 1 3 3 3 3 3
## 10839 10840 10841 10843 10844 10845 10846 10847 10848 10849 10850 10851 10852
## 3 1 3 2 1 3 3 3 1 3 3 3 1
## 10853 10854 10855 10856 10857 10858 10859 10860 10861 10862 10863 10864 10865
## 1 3 3 1 3 3 1 3 3 3 1 3 3
## 10866 10867 10868 10869 10870 10871 10872 10873 10874 10875 10876 10877 10878
## 3 3 3 2 3 1 3 3 1 1 3 3 3
## 10879 10880 10881 10882 10883 10884 10885 10886 10887 10888 10889 10890 10891
## 1 3 3 1 3 1 3 3 3 3 3 3 3
## 10892 10893 10894 10895 10896 10897 10898 10899 10900 10901 10902 10903 10904
## 3 3 1 3 3 3 1 1 3 3 3 1 2
## 10905 10906 10907 10908 10909 10910 10911 10912 10913 10914 10915 10916 10917
## 3 1 3 1 3 3 3 3 1 3 3 3 3
## 10918 10919 10920 10921 10922 10923 10924 10925 10926 10927 10928 10929 10930
## 2 3 3 3 1 3 2 3 3 3 1 3 3
## 10931 10932 10933 10934 10935 10936 10937 10938 10939 10940 10941 10942 10943
## 3 3 3 3 3 3 1 3 3 3 2 3 1
## 10944 10945 10946 10947 10948 10949 10950 10951 10952 10953 10954 10955 10956
## 3 3 3 3 3 1 3 3 2 3 2 3 3
## 10957 10958 10959 10960 10961 10962 10963 10964 10965 10966 10967 10968 10969
## 3 3 3 2 3 1 3 2 3 3 3 1 1
## 10970 10971 10972 10973 10974 10975 10976 10977 10978 10979 10980 10981 10982
## 3 1 3 3 3 3 1 1 1 3 3 3 2
## 10983 10984 10985 10986 10987 10988 10990 10991 10992 10993 10994 10995 10996
## 1 3 3 1 1 3 3 3 1 1 3 3 3
## 10997 10998 10999 11000 11001 11002 11003 11004 11005 11006 11007 11008 11009
## 1 3 3 3 1 1 1 3 3 3 3 3 3
## 11010 11011 11012 11013 11014 11015 11016 11017 11018 11019 11020 11021 11022
## 3 3 3 3 3 3 3 3 3 3 3 2 1
## 11023 11024 11025 11026 11027 11028 11029 11030 11031 11032 11033 11034 11035
## 2 3 1 3 1 3 3 1 1 3 3 1 3
## 11036 11037 11038 11039 11040 11041 11042 11043 11045 11046 11047 11048 11049
## 3 3 3 3 2 3 3 1 3 3 3 2 3
## 11050 11051 11052 11053 11054 11055 11056 11057 11058 11059 11060 11061 11062
## 3 1 3 3 1 1 1 3 3 3 3 3 3
## 11063 11064 11065 11066 11067 11068 11069 11070 11071 11072 11073 11074 11075
## 3 2 1 3 3 3 3 3 3 3 3 3 3
## 11076 11077 11078 11079 11080 11081 11082 11083 11084 11085 11086 11087 11088
## 3 1 3 3 2 2 3 2 3 1 3 3 3
## 11089 11090 11091 11092 11093 11094 11095 11096 11097 11098 11099 11100 11101
## 3 3 3 3 3 1 1 3 3 3 3 3 1
## 11102 11103 11104 11105 11106 11107 11108 11109 11110 11111 11112 11113 11114
## 1 3 1 3 3 1 3 3 3 2 3 1 3
## 11115 11116 11117 11118 11119 11120 11121 11122 11123 11124 11125 11126 11127
## 3 1 3 3 3 3 1 2 1 1 3 3 1
## 11128 11129 11130 11131 11132 11133 11134 11135 11136 11137 11138 11139 11140
## 3 3 3 3 3 1 3 3 3 2 3 1 2
## 11141 11142 11143 11144 11145 11146 11147 11148 11149 11150 11151 11152 11153
## 2 1 2 3 3 3 3 2 1 1 3 3 3
## 11154 11155 11156 11157 11158 11159 11160 11161 11162 11163 11164 11165 11166
## 3 2 3 3 3 1 3 1 3 3 3 3 3
## 11167 11168 11169 11170 11171 11172 11173 11174 11175 11176 11177 11178 11179
## 2 2 3 3 3 3 3 1 3 1 3 3 3
## 11180 11181 11182 11183 11184 11185 11186 11187 11188 11189 11190 11191 11192
## 1 3 1 3 3 3 1 3 1 1 3 3 1
## 11193 11194 11195 11196 11197 11198 11199 11200 11201 11202 11203 11204 11205
## 3 3 3 1 3 3 3 1 3 3 3 1 1
## 11207 11208 11209 11210 11211 11212 11213 11214 11215 11216 11217 11218 11219
## 3 3 3 1 3 1 1 1 3 3 3 1 3
## 11220 11221 11222 11223 11224 11225 11226 11227 11228 11229 11230 11231 11232
## 3 3 3 2 1 3 3 1 1 3 1 2 3
## 11233 11234 11235 11236 11237 11238 11239 11240 11241 11242 11243 11244 11245
## 1 3 1 3 3 1 3 3 2 3 3 3 3
## 11246 11247 11248 11249 11250 11251 11252 11253 11254 11255 11256 11257 11258
## 3 3 3 3 3 3 3 3 3 1 1 3 3
## 11259 11260 11261 11262 11263 11264 11265 11266 11267 11268 11269 11270 11271
## 3 1 3 3 3 3 3 2 3 3 3 1 3
## 11272 11273 11274 11275 11276 11277 11278 11279 11280 11281 11282 11283 11284
## 3 3 1 3 1 1 1 3 3 3 3 3 1
## 11285 11286 11287 11288 11289 11290 11291 11292 11293 11294 11295 11296 11297
## 3 1 2 3 3 3 1 3 3 1 3 3 2
## 11298 11299 11300 11301 11302 11303 11304 11305 11306 11307 11308 11309 11310
## 1 3 3 3 3 3 3 1 3 3 1 3 3
## 11311 11312 11313 11314 11315 11316 11317 11318 11319 11320 11321 11322 11323
## 3 3 3 3 3 3 3 1 3 1 1 3 3
## 11324 11325 11326 11327 11328 11329 11330 11331 11332 11333 11334 11335 11336
## 3 3 3 3 3 3 2 3 1 1 3 3 1
## 11337 11338 11339 11340 11341 11342 11343 11344 11345 11346 11347 11348 11349
## 3 3 3 3 3 3 3 3 3 1 3 3 3
## 11350 11351 11352 11353 11354 11355 11356 11357 11358 11359 11360 11361 11362
## 3 3 1 1 3 3 3 3 3 3 3 3 3
## 11363 11364 11365 11366 11367 11368 11369 11370 11371 11372 11373 11374 11375
## 3 3 1 3 1 1 3 3 1 3 3 1 3
## 11376 11377 11378 11379 11380 11381 11382 11383 11384 11385 11386 11387 11388
## 3 3 1 2 3 1 3 3 3 3 1 3 1
## 11389 11390 11391 11392 11393 11394 11395 11396 11397 11398 11399 11400 11401
## 3 3 3 3 3 3 3 3 2 1 1 1 3
## 11402 11403 11404 11406 11407 11408 11409 11410 11411 11412 11413 11414 11415
## 3 2 1 1 3 1 3 1 3 1 3 3 3
## 11416 11417 11418 11419 11420 11421 11422 11423 11424 11425 11426 11427 11428
## 3 3 3 3 2 3 3 3 3 3 3 3 3
## 11429 11430 11431 11432 11433 11434 11435 11436 11437 11438 11439 11440 11441
## 1 1 3 3 3 3 3 1 3 1 2 3 1
## 11442 11443 11444 11445 11446 11447 11448 11449 11450 11451 11452 11453 11454
## 3 3 3 3 3 3 3 1 3 1 1 3 3
## 11455 11456 11457 11458 11459 11460 11461 11462 11463 11464 11465 11466 11467
## 3 1 3 1 3 3 3 1 3 3 2 3 3
## 11468 11469 11470 11471 11472 11473 11474 11475 11476 11477 11478 11479 11480
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 11481 11482 11483 11484 11485 11486 11487 11488 11489 11490 11491 11492 11493
## 3 3 3 3 3 3 1 1 3 3 1 3 3
## 11494 11495 11496 11497 11498 11499 11500 11501 11502 11503 11504 11505 11506
## 1 3 3 3 1 3 3 1 3 1 3 3 3
## 11507 11508 11509 11510 11511 11512 11513 11514 11515 11516 11517 11518 11519
## 2 3 3 3 2 3 3 3 3 3 1 3 1
## 11520 11521 11522 11523 11525 11526 11527 11528 11529 11530 11531 11532 11533
## 3 3 3 3 3 3 3 3 3 3 1 1 3
## 11534 11535 11536 11537 11538 11539 11540 11541 11542 11543 11544 11545 11546
## 1 3 3 3 3 3 3 2 1 3 3 3 1
## 11547 11548 11549 11550 11551 11552 11553 11554 11555 11556 11557 11558 11559
## 3 3 3 3 3 3 1 3 3 3 3 3 3
## 11560 11561 11562 11563 11564 11565 11566 11567 11568 11569 11570 11571 11572
## 3 3 3 3 1 3 3 3 3 3 1 3 1
## 11573 11574 11575 11576 11577 11578 11579 11580 11581 11583 11584 11585 11586
## 3 3 3 3 3 3 3 3 2 3 1 3 3
## 11587 11588 11589 11590 11591 11592 11593 11594 11595 11596 11597 11598 11599
## 3 3 3 3 3 3 3 3 3 3 3 3 3
## 11600 11601 11602 11603 11604 11605 11606 11607 11608 11609 11610 11611 11612
## 3 3 3 1 3 3 3 3 3 1 3 1 1
## 11613 11614 11615 11616 11617 11618 11619 11620 11621 11622 11623 11624 11626
## 3 3 3 3 3 2 1 3 3 2 3 3 3
## 11627 11628 11629 11630 11631 11632 11633 11634 11635 11636 11637 11638 11639
## 3 3 3 3 3 3 3 3 3 3 3 1 3
## 11640 11641 11642 11643 11644 11645 11646 11647 11648 11649 11650 11651 11652
## 3 1 3 3 3 1 3 3 3 3 1 1 3
## 11653 11654 11655 11656 11657 11658 11660 11661 11662 11663 11664 11665 11666
## 1 3 3 1 3 3 3 3 3 3 3 3 3
## 11667 11668 11669 11670 11671 11672 11673 11674 11675 11676 11677 11678 11679
## 3 3 3 1 1 1 2 3 3 3 3 3 3
## 11680 11681 11682 11683 11684 11685 11686 11687 11688 11689 11690 11691 11692
## 1 3 2 1 3 3 3 3 3 3 3 3 3
## 11693 11694 11695 11696 11697 11698 11699 11700 11701 11702 11703 11704 11705
## 3 1 3 3 3 2 2 3 3 3 3 1 3
## 11706 11707 11708 11709 11710 11711 11712 11713 11714 11715 11716 11717 11718
## 3 2 3 3 3 3 3 3 3 3 3 3 1
## 11719 11720 11721 11722 11723 11724 11725 11726 11727 11728 11729 11730 11731
## 1 3 3 3 3 3 1 3 1 3 3 3 3
## 11732 11733 11735 11736 11737 11738 11739 11740 11741 11742 11743 11744 11745
## 3 3 3 3 3 1 3 3 3 3 3 3 3
## 11746 11747 11749 11750 11751 11752 11753 11754 11755 11756 11757 11758 11759
## 3 3 3 2 3 3 3 3 3 3 3 3 3
## 11760 11761 11762 11763 11764 11765 11766 11767 11768 11769 11770 11771 11772
## 3 1 3 1 2 3 3 3 3 1 3 3 3
## 11773 11774 11775 11776 11777 11778 11779 11780 11781 11782 11783 11784 11785
## 3 3 3 2 3 1 1 3 3 3 3 3 1
## 11786 11787 11788 11789 11790 11791 11792 11793 11794 11795 11796 11797 11798
## 3 1 3 3 3 2 3 3 3 3 3 3 3
## 11799 11800 11801 11803 11804 11805 11806 11807 11808 11809 11810 11811 11812
## 3 3 3 3 1 3 3 1 3 3 1 3 3
## 11813 11815 11816 11817 11818 11819 11820 11821 11822 11823 11824 11825 11826
## 1 3 3 3 1 3 1 3 2 3 3 3 1
## 11827 11829 11830 11831 11832 11833 11834 11835 11836 11837 11838 11839 11840
## 3 3 3 3 1 3 1 3 3 2 3 3 3
## 11841 11842 11843 11844 11845 11846 11847 11848 11849 11850 11851 11852 11853
## 3 3 3 3 3 3 3 3 3 3 3 3 1
## 11854 11855 11856 11857 11858 11859 11860 11861 11862 11863 11864 11865 11866
## 3 3 3 1 3 3 3 3 3 3 3 1 2
## 11867 11868 11869 11870 11871 11872 11873 11874 11875 11876 11877 11878 11879
## 1 3 3 3 3 3 1 3 3 3 1 3 1
## 11880 11881 11882 11883 11884 11885 11886 11887 11888 11889 11890 11891 11892
## 1 1 3 3 3 3 1 3 3 3 3 3 3
## 11893 11894 11895 11896 11897 11898 11899 11900 11901 11902 11903 11904 11905
## 1 3 1 3 3 3 3 3 3 3 3 3 3
## 11906 11907 11908 11909 11910 11911 11912 11913 11914 11915 11916 11917 11918
## 3 3 3 3 3 1 3 1 1 3 3 3 3
## 11919 11920 11921 11922 11923 11924 11925 11926 11927 11928 11929 11930 11931
## 2 3 3 1 3 3 1 3 3 3 3 3 3
## 11932 11933 11934 11936 11937 11938 11940 11941 11942 11943 11944 11945 11946
## 3 3 3 3 3 3 2 3 3 3 3 3 3
## 11947 11948 11949 11950 11951 11952 11953 11954 11955 11956 11957 11958 11959
## 1 3 1 3 2 3 3 3 3 3 1 3 3
## 11960 11961 11962 11963 11964 11965 11966 11967 11968 11969 11970 11971 11972
## 3 3 3 3 2 3 3 3 3 3 2 3 3
## 11973 11974 11975 11976 11977 11978 11979 11980 11981 11982 11983 11984 11985
## 3 3 3 3 3 3 3 3 3 1 3 3 3
## 11986 11987 11988 11989 11990 11991 11992 11993 11994 11995 11996 11997 11998
## 3 3 3 1 2 3 3 3 2 3 3 3 3
## 11999 12000 12001 12002 12003 12004 12005 12006 12007 12008 12009 12010 12011
## 2 3 3 3 3 3 3 1 1 3 3 3 1
## 12012 12013 12014 12015 12016 12017 12018 12019 12020 12021 12022 12023 12024
## 3 2 3 3 3 3 3 3 3 3 3 1 3
## 12025 12026 12027 12028 12029 12030 12031 12032 12033 12034 12035 12036 12037
## 3 3 1 1 3 3 1 1 3 3 3 3 3
## 12038 12039 12040 12041 12042 12043 12044 12045 12046 12047 12048 12049 12050
## 3 3 3 3 1 3 3 3 3 1 1 1 3
## 12051 12052 12053 12054 12055 12056 12057 12058 12059 12060 12061 12062 12063
## 3 1 1 3 3 3 2 1 1 3 1 2 1
## 12064 12065 12066 12067 12068 12069 12070 12071 12072 12073 12074 12075 12076
## 2 3 3 3 3 3 3 3 1 3 1 3 1
## 12077 12078 12079 12080 12081 12082 12083 12084 12085 12086 12087 12088 12089
## 2 3 3 3 3 2 3 3 3 3 1 3 1
## 12090 12091 12092 12093 12094 12095 12096 12097 12098 12099 12100 12101 12102
## 3 2 3 1 3 3 3 1 3 3 1 3 1
## 12103 12104 12105 12106 12107 12108 12109 12110 12111 12112 12113 12114 12115
## 1 3 3 3 3 1 1 1 3 3 3 3 3
## 12116 12117 12118 12119 12120 12121 12122 12123 12124 12125 12126 12127 12128
## 3 2 1 3 3 3 3 3 3 3 3 3 3
## 12129 12130 12131 12132 12133 12134 12135 12136 12137 12138 12139 12140 12141
## 3 3 3 3 3 3 3 3 3 3 1 3 1
## 12142 12143 12144 12145 12146 12147 12148 12149 12150 12151 12152 12153 12154
## 3 3 3 3 3 1 3 3 3 3 1 3 3
## 12155 12156 12157 12158 12159 12161 12162 12163 12164 12165 12166 12167 12168
## 3 3 1 3 1 1 3 1 3 3 3 3 3
## 12169 12170 12171 12172 12173 12174 12175 12176 12177 12178 12179 12180 12182
## 3 3 3 3 3 3 2 2 3 3 3 3 3
## 12183 12184 12185 12187 12188 12189 12190 12191 12192 12193 12194 12195 12196
## 3 3 3 3 3 3 1 3 3 3 3 1 3
## 12197 12198 12199 12200 12201 12202 12203 12204 12205 12206 12207 12208 12209
## 3 2 3 3 2 3 3 3 3 3 1 1 3
## 12210 12211 12212 12213 12214 12215 12216 12217 12218 12219 12220 12221 12222
## 3 1 3 3 3 3 3 1 3 3 3 2 3
## 12223 12224 12225 12226 12227 12228 12229 12230 12231 12232 12233 12234 12235
## 3 3 3 3 3 1 3 3 3 1 1 3 3
## 12236 12237 12238 12239 12240 12241 12242 12243 12244 12245 12246 12247 12248
## 3 3 3 1 3 1 1 3 1 3 3 3 3
## 12249 12250 12251 12252 12253 12254 12255 12256 12257 12258 12259 12260 12261
## 3 1 3 1 1 3 3 3 3 3 3 3 3
## 12262 12263 12264 12265 12266 12267 12268 12269 12270 12271 12272 12273 12274
## 1 1 3 3 1 3 3 1 3 3 3 3 3
## 12275 12276 12277 12278 12279 12280 12281 12282 12283 12284 12285 12286 12287
## 1 1 3 3 3 1 1 1 3 1 3 3 1
## 12288 12289 12290 12291 12292 12293 12294 12295 12296 12297 12298 12299 12300
## 1 3 3 2 3 3 3 1 3 3 3 3 3
## 12301 12302 12303 12304 12305 12306 12307 12308 12309 12310 12311 12312 12313
## 3 2 3 1 3 3 1 3 3 3 1 3 3
## 12314 12315 12316 12317 12318 12319 12320 12321 12322 12323 12324 12325 12326
## 3 3 3 3 3 3 3 3 2 3 3 3 3
## 12327 12328 12329 12330
## 3 3 3 3
##
## Within cluster sum of squares by cluster:
## [1] 578.3537 295.1551 1592.8067
## (between_SS / total_SS = 42.0 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"Visualizing our results
fviz_cluster(final, data = df.new)
Challenging the Solution
Hierachical Clustering
# Standardizing the data
df.new <- scale(df.new)
head(df.new)## Administrative Administrative_Duration Informational Informational_Duration
## 1 -0.7028704 -0.4603300 -0.3990051 -0.2463913
## 2 -0.7028704 -0.4603300 -0.3990051 -0.2463913
## 3 -0.7028704 -0.4659657 -0.3990051 -0.2534640
## 4 -0.7028704 -0.4603300 -0.3990051 -0.2463913
## 5 -0.7028704 -0.4603300 -0.3990051 -0.2463913
## 6 -0.7028704 -0.4603300 -0.3990051 -0.2463913
## ProductRelated ProductRelated_Duration BounceRates ExitRates PageValues
## 1 -0.6966995 -0.6292377 3.956604814 3.4289586 -0.3188629
## 2 -0.6742674 -0.5958867 -0.450601876 1.2656015 -0.3188629
## 3 -0.6966995 -0.6297588 3.956604814 3.4289586 -0.3188629
## 4 -0.6742674 -0.6278480 0.651199796 2.1309443 -0.3188629
## 5 -0.4948106 -0.3022417 -0.009881207 0.1839229 -0.3188629
## 6 -0.2929218 -0.5488740 -0.102664499 -0.3664048 -0.3188629
## SpecialDay OperatingSystems Browser Region TrafficType
## 1 -0.3101433 -1.2397535 -0.7940020 -0.8963816 -0.76532357
## 2 -0.3101433 -0.1369978 -0.2091924 -0.8963816 -0.51635945
## 3 -0.3101433 2.0685135 -0.7940020 2.4343802 -0.26739533
## 4 -0.3101433 0.9657579 -0.2091924 -0.4800364 -0.01843121
## 5 -0.3101433 0.9657579 0.3756172 -0.8963816 -0.01843121
## 6 -0.3101433 -0.1369978 -0.2091924 -0.8963816 -0.26739533Agglomerative Hierachical Clustering
library(tidyverse) # data manipulation## -- Attaching packages --------------------------------------- tidyverse 1.3.1 --## v tibble 3.1.2 v stringr 1.4.0
## v tidyr 1.1.3 v forcats 0.5.1
## v readr 1.4.0## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x readr::col_factor() masks scales::col_factor()
## x gridExtra::combine() masks dplyr::combine()
## x purrr::discard() masks scales::discard()
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()library(cluster) # clustering algorithms
# Dissimilarity matrix
d <- dist(df.new, method = "euclidean")
# Hierarchical clustering using Complete Linkage
hc1 <- hclust(d, method = "complete" )
# Plot the obtained dendrogram
plot(hc1, cex = 0.6, hang = -1, labels = FALSE)
DBSCAN Clustering
# minimum 4 points with in a distance of eps(0.4)
library("dbscan")
db<-dbscan(df.new,eps=0.4,minPts = 4)
# print the clustering results
print(db)## DBSCAN clustering for 12211 objects.
## Parameters: eps = 0.4, minPts = 4
## The clustering contains 147 cluster(s) and 9640 noise points.
##
## 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
## 9640 34 27 466 60 211 17 6 11 153 5 7 27 26 22 4
## 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
## 4 5 28 61 6 23 16 5 19 25 14 170 19 20 9 5
## 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47
## 12 10 54 49 71 13 8 88 26 4 6 23 19 12 49 4
## 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63
## 12 5 11 8 9 11 21 23 7 5 13 7 8 4 8 6
## 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79
## 12 4 4 4 4 5 6 4 5 8 7 4 11 5 7 4
## 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95
## 4 12 7 6 8 6 4 8 10 6 7 5 4 5 4 5
## 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111
## 4 4 4 12 4 4 6 5 4 5 5 4 10 6 4 5
## 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127
## 4 6 5 4 4 4 6 4 5 4 5 5 4 6 5 4
## 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143
## 4 18 4 4 11 7 4 3 4 4 4 2 4 4 7 4
## 144 145 146 147
## 4 4 4 4
##
## Available fields: cluster, eps, minPts# plot our clusters
hullplot(df.new,db$cluster)## Warning in hullplot(df.new, db$cluster): Not enough colors. Some colors will be
## reused.
### Conclusion
From our analysis we deduced the ideal optimal number of clusters using hierachical clustering to be 3